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The image presents a grid of line graphs displaying the increase in household access to various amenities in the United States from 1860 to 2020. The title at the top states, "What did economic growth mean for US households?" 

In the top left panel, the data on average income, here measured by GDP per capita, tells us that the average American was 13 times poorer in 1860. 

The purple lines represent a very straightforward approach to measuring growth: each line tracks the share of households that have access to one specific good or service. Starting from the top, you see the rising provision of basic infrastructure like running water, flush toilets, and electric power. You can also see the increasing availability of communication technology from the radio to the TV to the Internet to mobile phones. And further down, you see the increasing availability of technologies that reduced the drudgery of work at home — vacuum cleaners, washing machines, dryers, and dishwashers.

Footnotes at the bottom provide data sources, including research by Horace Dediu, Comin, Hobijn, and GDP data from the Maddison Project Database.

Two ways of measuring 160 years of economic growth in the United States

Economic growth is easy to understand: it means that people have access to goods and services of increasing quantity and quality.

What is hard, however, is to measure economic growth. This chart shows two ways of doing this for US growth over the past 160 years.

The purple lines represent a straightforward approach: each line tracks the share of households with access to one specific good or service. Starting from the top, you see the rising provision of basic infrastructure like running water, flush toilets, and electric power. You can also see the increasing availability of communication technology: radios, TVs, the Internet, and mobile phones. And further down, you see the rise of technologies that reduced work at home: vacuum cleaners, washing machines, dryers, and dishwashers.

This approach is very concrete; it shows practical ways in which the production and consumption of specific goods increased over time. The downside is that it only captures a limited number of particular goods. Millions of goods and services are produced and consumed, and most are not recorded with such precision.

A way to measure how people’s access to the full range of goods and services changes is to measure people’s incomes. This way of measuring growth is shown in the top left panel. The data on average income, here measured by GDP per capita, tells us that the average American was 13 times poorer in 1860 than in 2022 (adjusted for inflation).

These two ways of measuring economic growth have pros and cons: one is concrete but not comprehensive, the other is comprehensive but quite abstract. If we want to understand what growth means for our societies, I find it helpful to combine them both.

If you want to know more about this — and see how the inequality of incomes can be factored in — you can read my article: “What is economic growth? And why is it so important?”

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The world left its fight against tuberculosis unfinished — how can we complete the job?

If we get it right, the world could save more than 1.2 million lives every year.

Data Insight

This image is a line graph comparing per capita CO2 emissions in China and the United Kingdom from 1990 to 2022. The vertical axis represents emissions in tonnes per person, ranging from 0 to 14 tonnes, while the horizontal axis represents the years from 1990 to 2022.

There are two lines on the graph: one in blue for the United Kingdom and another in red for China. The blue line shows that UK emissions began around 12 tonnes per person in 1990, then displayed slight fluctuations but generally declined over the years, indicating a move away from coal. 

In contrast, the red line for China starts below 2 tonnes per person in 1990 and increases steadily over the years, matching the UK's emissions by 2022. 

Text annotations highlight that in the early 1990s, per capita emissions in the UK were six times those in China and that China's emission growth primarily stemmed from increased energy demand, largely powered by coal.

The data sources for this information are the Global Carbon Budget (2024) and UN World Population Prospects. The note specifies that the data refers to fossil emissions only, excluding land use and international transport. The image is credited under CC BY.

Per capita CO₂ emissions in China now match those in the United Kingdom

When I was born in the 1990s, the average carbon dioxide (CO2) emissions in the United Kingdom were about six times higher than in China, but these trends have converged in my lifetime.

You can see this in the chart: in 2022, China’s per capita emissions matched those in the UK.

Once a country that ran on coal, the UK has closed its last coal plant. This has been the main driver of its emissions decline.

Meanwhile, rapid economic growth, powered mainly by coal, has ramped up emissions in China.

These emission numbers are adjusted for trade. Based on domestic production, China’s per capita emissions are much higher than the UK's. But since China is a net exporter of goods (and emissions) and the UK is a net importer, the gap closes when we adjust for consumption.

These emissions are based on domestic consumption and do not include international aviation or shipping, where Brits are likely to emit more.

There are many ways to compare national contributions to climate change; explore them here

Data Insight

This image presents a horizontal range chart titled "Anti-tobacco measures are expanding, but coverage remains patchy."

It shows the percentage of the world population covered by the World Health Organization's best practices for selected tobacco control policies, with data for 2007 and 2024.

Each policy has a corresponding horizontal bar indicating its coverage.

The chart includes a footnote indicating the reference year for taxation is 2008 and cites the data source as WHO, 2024. The chart is CC BY Our World in Data

Strong anti-tobacco measures are growing, but reach only a minority worldwide

Smokers are about 21 times more likely to die from lung cancer than people who never smoked, and they face increased risks from over a dozen other diseases. I know people who died from smoking: you probably do too.

In 2008, the World Health Organization created a set of tobacco control policies with different tiers, the highest of which are considered “best practices” — they are listed on the chart.

The chart also shows the share of the global population living in countries that had enacted these policies as of 2007 and 2024.

What surprised me is how recent most of these policies still are. In 2007, only a tiny share of the global population benefited from these policies. Since then, coverage has increased across all these measures, but most of them still reach less than half of the world's population.

What is the share of taxes on the retail price of a pack of cigarettes? See the data for each country

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Thumbnail for article on restoring the Demographic and Health Surveys

The Demographic and Health Surveys brought crucial data for more than 90 countries — without them, we risk darkness

Cuts to US aid could end the Demographic and Health Surveys. This would leave a massive gap in our understanding of global health, mortality, and development.

Data Insight

A line graph depicting GDP per capita from 1820 to 2022, with the vertical axis representing GDP in international dollars and the horizontal axis showing the years. Multiple colored lines represent different regions: 

- A purple line for "Western offshoots" (United States, Canada, Australia, and New Zealand), showing the highest GDP per capita, peaking just above $60,000 in 2022.
- A dark blue line for "Western Europe," also showing significant growth and stabilizing around $50,000.
- A light blue line for "East Asia," indicating gradual growth.
- An orange line for "Eastern Europe," displaying a more moderate increase.
- A green line for the "Middle East and North Africa," showing slow growth throughout the years.
- A brown line for the "World" that climbs steadily.
- An olive line for "Latin America," with modest growth.
- A purple line for "South and Southeast Asia," showing the lowest GDP per capita.
- A teal line representing "Sub Saharan Africa," showing minimal gains.

Additional information indicates the data is sourced from Bolt and van Zanden's Maddison Project Database, with a note that it is expressed in international dollars based on 2011 prices. The graph is attributed to "Our World in Data" and is labeled with a Creative Commons license (CC BY).

Global inequality is the result of two centuries of uneven economic growth

For most of history, almost everyone everywhere was very poor. Hunger was common, half of the children died, and, as the chart shows, average incomes were low across all regions.

The chart also shows how people’s incomes have changed over the last two centuries. The chart highlights a stark divergence: while average incomes in every region have increased, the pace of this growth has varied enormously. Western Europe and the “Western Offshoots” (like the US and Australia) experienced early and sustained economic growth. Meanwhile, Sub-Saharan Africa and South Asia grew much more slowly.

Two hundred years ago, people in all regions were similarly poor. Today, the average incomes of people in Australia, the US, or Denmark are more than 15 times higher than those in Sub-Saharan Africa.

I wrote an article on how economic growth is possible and why it is important: “What is economic growth?” →

Data Insight

A line graph titled "Cereal yields in England and globally" illustrates the yields of wheat and barley over time, measured in tonnes per hectare. The horizontal axis represents the years from 1275 to 2023, while the vertical axis indicates yields ranging from 0 to 8 tonnes per hectare. 

Shown are wheat yields and barley yields in England and the global average.

Today's yields in England are approximately ten times higher than in the 16th century. Globally, yields have increased three-fold in the last six decades. 

The data sources cited at the bottom are "Broadberry et al. (2015), FAO, and others".

Rising yields, falling hunger

The Agricultural Revolution — the transition from hunting and gathering to farming — didn’t end hunger. That’s because more food didn’t mean more per person: it meant more people.

The English cleric Thomas Malthus predicted this would continue forever: food production would always be outpaced by population growth, making lasting progress against hunger impossible.

But at least since the mid-20th century, England has left mass hunger behind. How was this possible? How did English farmers prove Malthus wrong?

The chart shows one central part of the answer. For centuries, cereal yields in England — for staples like wheat and barley — were stuck at about 0.6 tonnes per hectare. That means farmers needed a plot of 100 meters by 100 meters to grow 600 kilograms of cereals per year. Hunger was widespread.

But this changed from the 17th century onward, accelerating a hundred years ago. In a dramatic transformation known as the Second Agricultural Revolution, farmers found ways to grow much more food on the same land.

Today, after four centuries of rising productivity, English farmers are growing about ten times more food on the same land than in the past. This has made it possible to increase food production faster than population growth, breaking England out of the “Malthusian Trap”.

The chart also shows that the world as a whole is changing in the same direction. Global average yields have tripled in the last six decades. Today, yields are already about five times higher than in England in the past. If yields continue to follow this trajectory, it would bring us much closer to the end of global hunger, while also sparing land for nature.

My colleague Hannah Ritchie wrote about how climate change might affect crop yields in the future

Data Insight

A line graph illustrates the trend of new HIV infections in children from 1990 to 2023. The vertical axis represents the number of new HIV cases, ranging from 0 to 600,000. The horizontal axis represents the years, spanning from 1990 to 2023.

In 2000, the peak shows 530,000 new HIV cases in children. A highlighted area, labeled "New infections averted due to PMTCT," indicates the number of cases prevented each year, demonstrating a gradual decrease in infections since then. The lowest section of the graph, colored in dark purple, represents the actual new HIV infections in children, while the upper section reflects infections prevented through prevention methods. An annotation notes that 230,000 cases are prevented each year due to these treatments.

The data source is the Joint United Nations Programme on HIV/AIDS, referencing 2024, with a copyright attribution of CC BY.

Every year, 230,000 children are spared from HIV thanks to treatments that reduce mother-to-child transmission

It’s hard to imagine many things that are more terrifying than your baby contracting HIV. This is the reality for around 130,000 families every year.

Just a few decades ago, this figure was over half a million. Most of these infections were passed on from mothers who had HIV themselves.

But the introduction of anti-retroviral (ART) drugs and other interventions has meant that most infections can be prevented. If the mother takes ART during pregnancy, it dramatically reduces the risk of passing on HIV. In some cases, giving ART to the baby in the first few weeks of life can help too.

In the chart, you can see this decline in new HIV infections in children. On top, you can see the huge number of cases estimated to have been averted thanks to these interventions; they amount to almost a quarter of a million cases every year.

Explore more of our work on HIV/AIDS in adults and children

Article

The image shows a map of the world, with each country colored depending of their World Bank income group classification in 2025/26

How does the World Bank classify countries by income?

The World Bank classifies countries into four income groups based on average income per person. This article explains how these groups are defined.

Data Insight

The graph illustrates the trend of trade as a percentage of GDP for China, the United States, and Germany from 1970 to 2023. 

China's trade as a share of GDP, represented by a thick brown line, starts at around 5% in 1970, increases steadily to approximately 64% around 2010, and then declines to 37% by 2023. 

In contrast, the United States, shown with a thin gray line, exhibits a more stable trend, beginning below 20% in 1970 and rising slightly to around 30% in 2023. 

Germany's trade as a share of GDP follows a varying path, starting near 45% in 1970, climbing to nearly 80% by 2023, and showing notable fluctuations throughout. 

Key data sources for this information include the World Bank and OECD, with a projected update scheduled for 2025. The visualization is licensed under CC BY.

Trade’s share of China’s economy is far below its 2006 peak — but still much higher than in the 1970–80s

Global trade has never been a bigger slice of the world economy. However, China, the country that most people think of as the export giant, has seen a decline in its trade-to-GDP ratio in the last 15 years.

The chart shows China’s trade in goods and services as a share of its Gross Domestic Product (GDP). In 1970, it was just 5%. Following Deng Xiaoping's economic reforms, which opened China to market forces and international trade, this figure soared to 64% in 2006. But since then, it has fallen considerably, reaching 37% in 2023 — still far higher than before the 1990s. China's exports have grown in dollar terms, but its economy has expanded even faster, making trade a shrinking share of the whole.

While the 2008 financial crisis disrupted global trade, China’s trajectory also reflects the increase in domestic demand for its products. The decline in the trade-to-GDP ratio since 2006 reflects a shift from export-led growth toward domestic consumption, not a return to pre-reform levels. For years, Chinese officials have advocated rebalancing the economy away from export dependence and toward one driven by domestic consumption. A rising middle class now buys more of what China produces, reducing its reliance on international markets.

Explore more data on our Trade and Globalization page

Data Insight

Chart showing that in Zambia, Malawi, Mozambique, and Madagascar, the majority of people live in extreme poverty and poverty has not declined in the last decades.

Extreme poverty has not declined in these four Southern African countries

Globally, the share of the population living in extreme poverty has declined fast, from 38% in 1990 to 9% in 2024.

Some countries, however, have not made any progress against poverty. Four of them are in Southeast Africa, as shown in the chart. In Zambia, Malawi, Mozambique, and Madagascar, most people still live in extreme poverty, and this hasn’t changed in decades.

Poverty has remained high because these economies have not achieved economic growth in recent decades.

In the 1990s, most extremely poor people lived in countries that went on to have strong economic growth. Today, however, a substantial share of the poorest people live in economies that have not grown in decades. Based on current trends, this means that the world cannot expect an end to extreme poverty.

Whether or not the economies that are home to the poorest people in the world start to grow will determine whether the world ends extreme poverty.

I’ve written more about this in “The history of the end of poverty has just begun”, where I explain why economic growth is key to ending poverty →

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New feature: embed archived versions of our interactive charts in your website

Learn more about different options for embedding our interactive charts.

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There are now more than half a billion mobile money accounts in the world, mostly in Africa — here's why this matters

Mobile money allows people without banks to securely transfer funds via text message, and its adoption is growing rapidly.

Data Insight

The image illustrates a line graph depicting suicide rates in Sri Lanka from 1980 to 2021. The y-axis represents the estimated number of suicides per 100,000 people, ranging from 0 to 50, while the x-axis indicates the years. 

A dark brown line shows the trend of suicide rates in Sri Lanka, starting above 40 deaths per 100,000 in the late 1990s and declining significantly to approximately 15 deaths per 100,000 by 2021. A light blue line represents the global average suicide rate, which remains comparatively low throughout the years.

Annotations in the graph indicate that Sri Lanka had one of the highest suicide rates in the world during the late 1990s, and although rates have fallen, they are still higher than the global average. 

The data source is listed as the Institute for Health Metrics and Evaluation, Global Burden of Disease, 2024, and a note clarifies that the metric is age-standardized for comparison purposes.

Suicide rates in Sri Lanka have fallen by almost two-thirds since the late 1990s

In the late 1990s, Sri Lanka had one of the highest suicide rates in the world: three times the global average and four times the rate in countries like the United States or the United Kingdom.

The most frequent method of suicide was self-poisoning, particularly from pesticides.

But since then, suicide rates have fallen by almost two-thirds. You can see this in the chart.

The biggest driver of this improvement was the banning of particularly toxic pesticides. Two highly hazardous pesticides were initially banned in 1984, and five more were banned in 1995. This slowed the growth in suicide rates, and the trend eventually turned the corner into a strong decline.

Sri Lanka’s experience in the last few decades makes it clear that suicide rates are not “fixed” at a particular level, and there are things that can be done to reduce them.

Suicide rates have declined in many countries over decades: read our insight

Data Insight

A world map focusing on Sub-Saharan Africa, illustrating electricity access percentages for Africa in 2022. Various shades of brown and orange represent the levels of electricity availability, ranging from less than 10% to over 70%. 

For example: In Chad, only 12% of people have access. In the Democratic Republic of Congo — a country of over 100 million people — it's just 22%. In contrast, in Kenya more than 75% of people now have access to electricity

A title indicates that less than one-in-four people have electricity access in parts of this region, and a note defines electricity access as having the ability to provide basic lighting and charge devices for at least four hours a day. At the bottom, there is a data source attribution to the World Bank for the year 2022. The image is credited to Our World in Data with a Creative Commons license.

A vast majority of people still lack access to electricity in parts of Sub-Saharan Africa

How many hours have you used electricity today? For me, it’s probably all of them — from charging my phone overnight to working on my laptop, exercising with my watch, and listening to music through my earphones. It's so normal that I can't imagine life without it.

But life without electricity is a reality for millions in Sub-Saharan Africa. This map shows the share of people with access to electricity across the region. This is defined as having a source that can provide basic lighting, charge a phone, or power a radio for just 4 hours daily.

Look at the countries in dark red: in Chad, only 12% of people have access. In the Democratic Republic of Congo — a country of over 100 million people — it's just 22%. Overall, 85% of people worldwide who lack access to electricity now live in Sub-Saharan Africa.

There are bright spots, though. Countries like Kenya, where more than three-quarters of people now have electricity, show that progress in the region is possible.

Explore more data on access to electricity

Data Insight

This chart shows how much smoking increases the risk of death from different causes. This is calculated by comparing the risks between current-smokers and never-smokers, and is given in terms of the change in relative risk, meaning how much more likely is it that someone who smokes dies from a particular cause than those who have never smoked?

In the horizontal bar chart, the estimated increased risk of death from various causes associated with smoking is shown for men in the United States, comparing current smokers to never smokers. The causes are listed on the left, with horizontal arrows indicating the relative increase in risk shown along a scale, which ranges from 1x to 21x.

Lung cancer has the highest increase in risk, at 21 times greater for smokers. Other conditions include COPD (chronic obstructive pulmonary disease), upper aerodigestive cancer, stroke, ischemic heart disease, bladder cancer, kidney and urinary cancers, liver cancer, pancreas cancer, stomach cancer, various cardiovascular diseases, hypertensive disease, other respiratory diseases, myeloid leukemia, tuberculosis, diabetes, and colorectal cancer. 

The data source is attributed to Shefali Oza et al. from 2011. The chart is published by Our World in Data and is available under a Creative Commons license.

Smoking increases the risk of death from many causes

Most of us have heard that smoking damages the lungs. The chart drives this home: in the US, men who smoke are around 21 times more likely to die from lung cancer than men who have never smoked.

But the damage doesn’t stop there: smoking also increases the risk of other cancers, including mouth, throat, bladder and pancreatic cancer, in addition to other health conditions such as chronic obstructive pulmonary disease (COPD), heart disease, and diabetes.

Why does one habit harm so many organs? Cigarettes carry a mixture of carcinogens that reach — and damage — tissues throughout the body. Smoking also injures blood vessels, fuels inflammation, and makes it easier for tumors to spread.

Because a single behavior poses so many risks, cutting smoking rates has been one of the most powerful tools to save lives and improve public health.

Explore more data and research on smoking on our dedicated page

Data Insight

A line graph illustrating the trend in child mortality in Malawi from 1990 to 2022. The vertical axis represents the percentage of newborns who die before reaching the age of five, ranging from 0% to 25%. The horizontal axis represents the years, ranging from 1990 to 2022.

In 1990, nearly 25% of newborns died before their fifth birthday, which is depicted at the top left of the graph. The line shows a significant downward trend over the years, with a steady decline in child mortality rates. By 2022, the percentage had decreased to 4%, indicated at the bottom right of the graph.

Key annotations on the graph highlight that in 1990, the mortality rate represented 1 in 4 newborns, while by 2022, it represented 1 in 25 newborns. 

The data source for the information is listed as the UN Inter-agency Group for Child Mortality Estimation, dated 2024, and the graph is licensed under Creative Commons BY.

Child mortality in Malawi has fallen by more than 80% since 1990

In 1990, one in four newborns in Malawi died before their fifth birthday.

At that time, the average number of births per woman was almost seven. This meant that many families experienced the tragedy of losing a child.

But in recent decades, Malawi has made incredible progress. As you can see in the chart, the child mortality rate has dropped to 1 in 25 children — an 84% reduction.

Many factors have contributed to this decline. The expansion of antenatal care and the attendance of skilled health professionals at birth have been crucial in saving newborns in the earliest days of life. Increasing vaccination rates, distributing insecticide-treated bed nets and antimalarials, and programs to stop the transmission of HIV have all reduced the risks of dying in infancy.

Read more about the role that vaccines have played in reducing child mortality

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The end of tuberculosis that wasn’t

In the 1980s, many thought tuberculosis was on the path to elimination. In reality, more were dying from the disease than ever.

Data Insight

A line graph depicting the decline of homicide rates in Italy from 1990 to 2022. The vertical axis represents the annual number of deaths from homicide per 100,000 people, ranging from 0 to 3.5. The horizontal axis marks the years from 1990 to 2022. The green line starts just above 3.5 in the early 1990s, dropping sharply to around 0.5 by 2022, indicating an over 80% reduction in homicide rates. A note in the upper section mentions that in the early 1990s, rates were more than 3 per 100,000, one of the highest in Europe. A separate note towards the bottom-right corner confirms the 80% reduction to 0.5 per 100,000. The data source listed is the United Nations Office on Drugs and Crime, 2024, with a Creative Commons attribution license (CC BY).

Homicide rates in Italy have dropped by 80% since 1990

Italy has become much safer over the last thirty years.

In the early 1990s, there were around 3 homicides per 100,000 people every year. That was one of the highest rates in Europe.

Since then, rates have fallen by more than 80%. As you can see in the chart, they have been around 0.5 per 100,000 in recent years. That now makes Italy safer than many of its European neighbours.

Mafia-related homicides dropped dramatically in the 1990s following intensified efforts from the Italian government. Some of this organized crime may have also shifted from violent acts towards financial and “white collar” crime.

While estimates can vary across data sources, for Italy, they show strong agreement

Data Insight

A bar chart comparing two financial figures from 2023. On the left, a blue bar labeled "Global transaction costs for money sent home by international migrants" measures $51 billion. On the right, a taller teal bar labeled "Foreign aid from the United States" measures $66 billion. The chart title indicates that global migrant transfer fees nearly matched total U.S. foreign aid in 2023. The data source information notes the OECD from 2024 and the World Bank from 2025, and it explains that "foreign aid" refers to net official development assistance. The graphic has a "CC BY" copyright indication.

Transfer fees for money sent home by international migrants were nearly as high as US foreign aid in 2023

If you live in the same country as your family, you don’t usually have to pay a fee when you send them money. International migrants face a harsher reality: they pay hefty transaction costs when supporting family back home. Globally, the average fee in 2023 was 6.3%, more than double the UN Sustainable Development Goal's target of getting this down to 3%.

This may not sound like much, but migrants send large amounts home to help with schooling, medical bills, house maintenance, and food. The total sum was nearly three times larger than global foreign aid in 2023. (Here, foreign aid consists of net development assistance from national governments and private philanthropy that meets the necessary conditions.)

Although 6.3% might seem modest, when applied to large volumes of money, these transfer fees amount to tens of billions of dollars.

The chart shows that migrants lost $51 billion in transaction fees in 2023, which is not far from the $66 billion the US gave as foreign aid. That's $51 billion paid by migrants but never received by their families.

With the new US administration projected to cut aid by more than half, aid experts from the Center for Global Development suggest reducing fees could help fill some of the gap. They recommend promoting cheaper transfer options, increasing competition between services, and linking banking systems across countries.

While money sent home by migrants isn’t as targeted to vulnerable groups as aid, most of it flows directly to families in low- and middle-income countries who can use it for what they need most.

Read more about money sent home by migrants