How the Global Inequality Gap Has Changed In 200 Years
What makes a person healthy, wealthy, and wise? The UN’s Human Development Index (HDI) measures this by one’s life expectancy, average income, and years of education.
However, the value of each metric varies greatly depending on where you live. Today’s data visualization from Max Roser at Our World in Data summarizes five basic dimensions of development across countries—and how our average standards of living have evolved since 1800.
Health: Mortality Rates and Life Expectancy
Child mortality rates and life expectancy at birth are telltale signs of a country’s overall standard of living, as they indicate a population’s ability to access healthcare services.
Iceland stood at the top of these ranks in 2017, with only a 0.21% mortality rate for children under five years old. On the other end of the spectrum, Somalia had the highest child mortality rate of 12.7%—over three times the current global average.
While there’s a stark contrast between the best and worst performing countries, it’s clear that even Somalia has made significant strides since 1800. At that time, the global average child mortality rate was a whopping 43%.
Lower child mortality is also tied to higher life expectancy. In 1800, the average life expectancy was that of today’s millennial—only 29 years old:
Today, the global average has shot up to 72.2 years, with areas like Japan exceeding this benchmark by more than a decade.
Education: Mean and Expected Years of Schooling
Education levels are measured in two distinct ways:
- Mean years: the average number of years a person aged 25+ receives in their lifetime
- Expected years: the total years a 2-year old child is likely to spend in school
In the 1800s, the mean and expected years of education were both less than a year—only 78 days to be precise. Low attendance rates occurred because children were expected to work during harvests, or contracted long-term illnesses that kept them at home.
Since then, education levels have drastically improved:
|Mean Years of Schooling||Expected Years of schooling|
|Highest||Germany 🇩🇪: 14.1 years||Australia 🇦🇺: 22.9 years|
|Lowest||Burkina Faso 🇧🇫: 1.5 years||South Sudan 🇸🇸: 4.9 years|
|Global Average||8.4 years||12.7 years|
Research shows that investing in education can greatly narrow the inequality gap. Just one additional year of school can:
- Raise a person’s income by up to 10%
- Raise average annual GDP growth by 0.37%
- Reduce the probability of motherhood by 7.3%
- Reduce the likelihood of child marriage by >5 percentage points
Education has a strong correlation with individual wealth, which cascades into national wealth. Not surprisingly, average income has ballooned significantly in two centuries as well.
Wealth: Average GDP Per Capita
Global inequality levels are the most stark when it comes to GDP per capita. While the U.S. stands at $54,225 per person in 2017, resource-rich Qatar brings in more than double this amount—an immense $116,936 per person.
The global average GDP per capita is $15,469, but inequality heavily skews the bottom end of these values. In the Central African Republic, GDP per capita is only $661 today—similar to the average income two hundred years ago.
A Virtuous Cycle
These measures of development clearly feed into one another. Rising life expectancies are an indication of a society’s growing access to healthcare options. Compounded with more years of education, especially for women, this has had a ripple effect on declining fertility rates, contributing to higher per capita incomes.
People largely agree on what goes into human well-being: life, health, sustenance, prosperity, peace, freedom, safety, knowledge, leisure, happiness… If they have improved over time, that, I submit, is progress.
As technology accelerates the pace of change across these indicators, will the global inequality gap narrow more, or expand even wider?
Animation: How the European Map Has Changed Over 2,400 Years
The history of Europe is breathtakingly complex, but this animation helps makes sense of 2,400 years of change on the European map.
How the European Map Has Changed Over 2,400 Years
The history of Europe is breathtakingly complex. While there are rare exceptions like Andorra and Portugal, which have had remarkably static borders for hundreds of years, jurisdiction over portions of the continent’s landmass have changed hands innumerable times.
Today’s video comes to us from YouTube channel Cottereau, and it shows the evolution of European map borders starting from 400 BC. Empires rise and fall, invasions sweep across the continent, and modern countries slowly begin to take shape (with the added bonus of an extremely dramatic instrumental).
Below are nine highlights and catalysts that shifted the dividing lines of the European map:
146 BC – A Year of Conquest
146 BC was a year of conquest and expansion for the Roman Republic. The fall of Carthage left the Romans in control of territory in North Africa, and the ransack and destruction of the Greek city-state of Corinth also kickstarted an era of Roman influence in that region. These decisive victories paved the way for the Roman Empire’s eventual domination of the Mediterranean.
117 AD – Peak Roman Empire
The peak of the Roman Empire is one of the more dramatic moments shown on this animated European map. At its height, under Trajan, the Roman Empire was a colossal 1.7 million square miles (quite a feat in an era without motorized vehicles and modern communication tools). This enormous empire remained mostly intact until 395, when it was irreparably split into Eastern and Western regions.
370 AD – The Arrival of the Huns
Spurred on by severe drought conditions in Central Asia, the Huns reached Europe and found a Roman Empire weakened by currency debasement, economic instability, overspending, and increasing incursions from rivals along its borders.
The Huns waged their first attack on the Eastern Roman Empire in 395, but it was not until half a century later—under the leadership of Attila the Hun—that hordes pushed deeper into Europe, sacking and razing cities along the way. The Romans would later get their revenge when they attacked the quarreling Goths and Huns, bouncing the latter out of Central Europe.
1241 – The Mongol Invasion of Europe
In the mid-13th century, the “Golden Horde” led by grandsons of Genghis Khan, roared into Russia and Eastern Europe sacking cities along the way. Facing invasion from formidable Mongol forces, central European princes temporarily placed their regional conflicts aside to defend their territory. Though the Mongols were slowly pushed eastward, they loomed large on the fringes of Europe until almost the 16th century.
1362 – Lithuania
Today, Lithuania is one of Europe’s smallest countries, but at its peak in the middle ages, it was one of the largest states on the continent. A pivotal moment for Lithuania came after a decisive win at the Battle of Blue Waters. This victory stifled the expansion of the Golden Horde, and brought present-day Ukraine into its sphere of influence.
1648 – Kleinstaaterei
The end of the Holy Roman Empire highlights the extreme territorial fragmentation in Germany and neighboring regions, in an era referred to as Kleinstaaterei.
Even as coherent nation states formed around it, the Holy Roman Empire and its remnants wouldn’t coalesce until Germany rose from the wreckage of the Franco-Prussian War in 1871. Unification helped position Germany as a major power, and by 1900 the country had the largest economy in Europe.
1919 – The Ottoman Empire
The Ottoman Empire—a fixture in Eastern Europe for hundreds of years—was in its waning years by the beginning of the 20th century. The empire had ceded territory in two costly wars with Italy and Balkan states, and by the time the dust cleared on WWI, the borders of the newly minted nation of Turkey began at the furthest edge of continental Europe.
1942 – Expanding and Contracting Germany
At the furthest extent of Axis territory in World War II, Germany and Italy controlled a vast portion of continental Europe. The map below shows occupied land and areas of influence at the height of Germany’s territorial expansion.
After the war, Germany again became fragmented into occupation zones—this time, overseen by the United States, France, Great Britain, and the Soviet Union. Germany would not be made whole again until 1990, when a weakening Soviet Union loosened its grip on East Germany.
1991 – Soviet Dissolution
In the decades following WWII, the political boundaries of the European map remained relatively stable—that is, until the dissolution of the Soviet Union in 1991. Almost overnight, the country’s entire western border splintered into independent nations. When the dust settled, there were 15 breakaway republics, six of which were in Europe.
Bonus: If you liked the video above, be sure to watch this year-by-year account of who ruled territories across Europe.
Visualizing Social Risk in the World’s Top Investment Hubs
In a third of the world’s top investment hubs, citizens face significant threats to their civil, political, and labor rights.
Visualizing the Social Risk of the World’s Top Investment Hubs
As social responsibility becomes an important aspect of doing business, it’s more crucial than ever for decision-makers to understand the risks associated with various global markets.
This graphic, using data from a report by Verisk Maplecroft, looks at the world’s top cities for foreign direct investment (FDI) and assesses their relative levels of social risk.
In the article below, we’ll take a look at the research methodology to explain how risk was assessed in the report and touch on some key markets that placed high on the ranking.
The Relationship Between FDI and Social Risk
To look at the relationship between FDI and social risk, the report identified the top 100 cities for FDI in 2020, using data from fDi Markets (the Financial Times’ foreign investment monitor).
From there, social risk in the top 100 FDI cities was measured using data from Verisk Maplecroft’s [email protected] Social Index. The index measures the social risk landscape of 575 different cities across the globe, using three key pillars:
- Civil and political rights: the right to protest, security force abuses
- Labor rights: child labor, modern slavery
- Poverty: portion of population in extreme poverty
After calculating scores based on these three metrics, cities were then grouped into four categories to measure their level of social risk:
- Low risk
- Medium risk
- High risk
- Extreme risk
Based on this analysis, citizens in 33 of the top 100 cities for FDI (representing $71 billion of inward investment) are at ‘high’ or ‘extreme’ levels of social risk, meaning they face significant threats to their civil, political, and labor rights.
Of the top 100 places, Istanbul and Izmir rank the highest when it comes to overall human rights risks, largely because of labor rights violations and the exploitation of migrant and refugee workers. This is something manufacturers should take note of, especially those who outsource production to these Turkish cities.
In contrast, Beijing, which places third on the list, scores high due to China’s various civil rights issues. Other major manufacturing and commercial hubs in China, like Guangzhou and Shanghai, place high on the list as well.
Overall Social Risk Index
While a third of the top FDI cities are at high or extreme social risk, this figure is even higher when looking at all 575 cities included in the [email protected] Social Index.
Of the 575 cities, 75% are classified as ‘high’ or ‘extreme’ risk. Mogadishu, Somalia is the highest risk city, followed by Damascus, Aleppo, and Homs in Syria, Pyongyang in North Korea, and Sanaa in Yemen.
While the high-risk cities are spread across the globe, it’s worth noting that 240 of the high and extreme risk cities are located in Asia.
Civil and Political Risk Index
In addition to the overall ranking, the report provides insight into specific human rights violations, highlighting which cities are most at risk.
Perhaps unsurprisingly, Pyongyang, North Korea places first on the list when it comes to civil and political rights violations. Under the current North Korean regime, some significant civil rights violations include arbitrary arrests and detentions, the holding of political prisoners and detainees, and a lack of judicial independence.
In addition to North Korea, Syria places high on the civil rights risk index as well, with three of the top five cities located in the war-torn country.
Labor Rights Index
When focusing specifically on labor rights, almost half of the ‘high’ or ‘extreme’ risk cities are in Europe and Central Asia.
The biggest problems across a majority of ‘high’ risk cities include child labor, the exploitation of migrant workers, and modern slavery. Pakistan in particular struggles with child labor issues, with an estimated 3.3 million children in situations of forced labor.
What This Means for Foreign Investors
Understanding a country’s social landscape can help organizations make decisions on where to conduct business, especially those that prioritize ESG efforts.
And, while organizations who invest in ‘high’ risk locations aren’t directly involved in any human rights violations, being associated with a ‘high’ risk city could impact a corporation’s reputation, or cause financial damage down the line.
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