The Racial Wealth Gap
People of color have faced economic inequality for generations, and the recent wave of Black Lives Matter protests has renewed discussions on these disparities.
Compared to White families, other races have lower levels of income and net worth. They are also less likely to hold assets of any type. In fact, 19% of Black families have zero or negative net worth, while only 9% of White households have no wealth.
Today’s chart uses data from the U.S. Federal Reserve’s triennial Survey of Consumer Finances to highlight the racial wealth gap, and the proportion of households that own different kinds of assets by racial group.
Asset Types Held By Race
The financial profile between racial groups varies widely. Below is the percentage of U.S. families with each type of asset, according to the most recent survey from 2016.
|Family-owned Business Equity||15%||7%||6%||13%|
Vehicles are the most common asset across all racial groups, followed by a primary residence.
However, the level of equity—or home value less debts—families have in their houses differs by race. White families have equity of $215,800, whereas Black and Hispanic households have net housing wealth of $94,400 and $129,800 respectively.
In addition, White households are more likely to hold financial assets such as retirement accounts, family businesses, and stocks. These assets are instrumental in building wealth, and are prominent in the wealth composition of America’s richest families.
With fewer people of color holding these assets, they miss out on higher average returns than low-risk assets, as well as the power of compound interest. These portfolio differences are striking, but they are not the most important contributing factor in the racial wealth gap.
Demographic and Economic Variations
White households are also more likely to have demographic characteristics that are associated with wealth. According to the U.S. Federal Reserve, they are:
- Older, with more than half of households age 55 and up
- More highly educated, with 51% having some type of degree
- Less likely to have a single parent
- More likely to have received an inheritance
For example, 39% of White heads of households have a bachelor’s degree or higher, compared to 23% and 17% for Black and Hispanic household heads, respectively. However, education doesn’t fully explain the wealth inequities.
Enormous wealth disparities exist between families with the same education level. Even in cases where Black and Hispanic household heads have obtained a bachelor’s degree, their families’ median wealth of $68,000 and $78,000 respectively is still lower than the $98,000 median wealth for White families where the head has no bachelor’s degree.
After accounting for demographic factors, researchers still found there were considerable inequities. What, then, could be primarily responsible for the racial wealth gap?
The Income Gap
While previous research found that the wealth gap is “too big” to be explained by a difference in income, a recent study from the Federal Reserve Bank of Cleveland offers a new perspective. Focusing on White and Black U.S. households only, researchers analyzed the dynamics of wealth accumulation over time, as opposed to previous studies that considered short time periods.
They found that income inequality was the primary contributor to the racial wealth gap. According to the model, if Black and White households had earned the same labor income from 1962 onwards, the Black-to-White wealth ratio would have reached 0.9 by 2007.
Moving forward, the study concludes that policy changes will likely have a positive impact if they address issues contributing to income gaps. This includes reducing racial discrimination in the labor market, and creating programs, such as mentorships, that improve environments for specific racial subgroups.
How Do Americans Spend Their Money, By Generation?
This interactive graphic shows a breakdown of how average Americans spend their money, and how expenses vary across generations.
How Americans Spend Their Money, By Generation
In 2021, the average American spent just over $60,000 a year. But where does all their money go? Unsurprisingly, spending habits vary wildly depending on age.
This graphic by Preethi Lodha uses data from the U.S. Bureau of Labor Statistics to show how average Americans spend their money, and how annual expenses vary across generations.
A Generational Breakdown of Overall Spending
Overall in 2021, Gen X (anyone born from 1965 to 1980) spent the most money of any U.S. generation, with an average annual expenditure of $83,357.
|Generation||Birth Year Range||Average Annual Expenditure (2021)|
|Silent||1945 or earlier||$44,683|
|Boomers||1946 to 1964||$62,203|
|Generation X||1965 to 1980||$83,357|
|Millennials||1981 to 1996||$69,061|
|Generation Z||1997 or later||$41,636|
Gen X has been nicknamed the “sandwich generation” because many members of this age group are financially supporting both their aging parents as well as children of their own.
The second biggest spenders are Millennials with an average annual expenditure of $69,061. Just like Gen X, this generation’s top three spending categories are housing, healthcare, and personal insurance.
On the opposite end of the spectrum, members of Generation Z are the lowest spenders with an average of $41,636. per year. Their spending habits are expected to ramp up, especially considering that in 2022 the oldest Gen Zers are just 25 and still early in their careers.
Similarities Across Generations
While spending habits vary depending on the age group, there are some categories that remain fairly consistent across the board.
One of the most consistent spending categories is housing—it’s by the far the biggest expense for all age groups, accounting for more than 30% of total annual spending for every generation.
|Generation||Average Spend on Housing (2021)||% of Total Spend|
|Silent (1945 or earlier)||$16,656||37.3%|
|Boomers (1946 to 1964)||$21,273||34.2%|
|Generation X (1965 to 1980)||$26,385||31.7%|
|Millennials (1981 to 1996)||$24,052||34.8%|
|Generation Z (1997 or later)||$15,449||37.1%|
Another spending category that’s surprisingly consistent across every generation is entertainment. All generations spent more than 4% of their total expenditures on entertainment, but none dedicated more than 5.6%.
|Generation||Average Spend on Entertainment (2021)||% of Total Spend|
|Silent (1945 or earlier)||$2,027||4.5%|
|Boomers (1946 to 1964)||$3,476||5.6%|
|Generation X (1965 to 1980)||$4,694||5.6%|
|Millennials (1981 to 1996)||$3,457||5.0%|
|Generation Z (1997 or later)||$1,693||4.1%|
Gen Zers spent the least on entertainment, which could boil down to the types of entertainment this generation typically enjoys. For instance, a study found that 51% of respondents aged 13-19 watch videos on Instagram on a weekly basis, while only 15% watch cable TV.
Differences Across Generations
One category that varies the most between generations and relative needs is spending on healthcare.
As the table below shows, the Silent Generation spent an average of $7,053 on healthcare, or 15.8% of their total average spend. Comparatively, Gen Z only spent $1,354 on average, or 3.3% of their total average spend.
|Generation||Average Spend on Healthcare (2021)||% of Total Spend|
|Silent (1945 or earlier)||$7,053||15.8%|
|Boomers (1946 to 1964)||$6,594||10.6%|
|Generation X (1965 to 1980)||$5,550||6.7%|
|Millennials (1981 to 1996)||$4,026||5.8%|
|Generation Z (1997 or later)||$1,354||3.3%|
However, while the younger generations typically spend less on healthcare, they’re also less likely to be insured—so those who do get sick could be left with a hefty bill.
Mapped: The World’s Billionaire Population, by Country
Collectively, worldwide billionaire wealth is nearly $12 trillion. This map breaks down where these 3,311 billionaires live around the globe.
Visualized: The World’s Billionaire Population
The world’s billionaires—only 3,311 individuals—represent almost $11.8 trillion in wealth. The global billionaire population continued to grow in 2021, increasing by 3%. Over the same period, billionaire wealth also increased by 18%.
This map uses data from the Wealth-X Billionaire Census to visualize where the world’s billionaires live and breaks down their collective wealth.
Note on methodology: The report uses proprietary data from Wealth-X. Billionaire status is determined by assessing an individual’s total net worth, including publicly and privately held businesses and investable assets. To determine a billionaire’s location, Wealth-X used their primary business address.
Billionaires by Region
We’ll begin by zooming out to look at how various continents and world regions rank in terms of their billionaire population.
North America is home to most billionaires, worth $4.6 trillion. The U.S., unsurprisingly, accounts for the majority of this wealth, with 975 billionaires and a collective net worth of $4.45 trillion.
|Rank||Region||Number of billionaires||Collective Billionaire Wealth|
|#1||North America||1,035||$4.6 trillion|
|#4||Middle East||191||$519 billion|
|#5||Latin America and the Caribbean||146||$465 billion|
In regional terms, Europe’s billionaire wealth is growing the fastest, up 22% year-over-year in 2021. In contrast, the year-over-year change in the Middle East was -12.5%.
Asia is inching towards Europe, holding almost a quarter of all billionaire wealth worldwide, compared to Europe’s 26.5%.
Wealth in Africa will also be important to watch in coming years. Although only home to 46 billionaires currently, the change in billionaire wealth increased by almost 17% year-over-year. Additionally, while they no longer live there, a number of the world’s billionaires hail from African countries originally.
Billionaires by Country
Now, let’s look at the ranking broken down by the top 15 countries:
|Rank||Country||Number of Billionaires||Collective Billionaire Wealth|
|#1||🇺🇸 US||975||$4.45 trillion|
|#2||🇨🇳 China||400||$1.45 trillion|
|#3||🇩🇪 Germany||176||$602 billion|
|#4||🇮🇳 India||124||$384 billion|
|#5||🇬🇧 UK||120||$266 billion|
|#6||🇭🇰 Hong Kong SAR||114||$287 billion|
|#7||🇨🇭 Switzerland||111||$365 billion|
|#8||🇷🇺 Russia||107||$475 billion|
|#9||🇸🇦 Saudi Arabia||71||$192 billion|
|#10||🇫🇷 France||68||$294 billion|
|#11||🇮🇹 Italy||68||$207 billion|
|#12||🇨🇦 Canada||60||$131 billion|
|#13||🇧🇷 Brazil||52||$159 billion|
|#14||🇸🇬 Singapore||50||$99 billion|
|#15||🇦🇪 UAE||45||$181 billion|
China is an obvious second in billionaire wealth to the United States, with famous billionaires like Zhang Yiming ($44.5 billion) of TikTok and Zhong Shanshan ($67.1 billion), whose wealth primarily comes from the pharmaceutical and beverages industries.
That said, Chinese billionaire wealth actually decreased 2% last year. It was India that came out on top in terms of growth, seeing a 19% increase in 2021.
Billionaires by City
Looking at cities, New York is home to the most billionaires—with 13 added billionaire residents last year—followed by Hong Kong.
|Rank||City||Country||Number of Billionaires|
|#1||New York City||🇺🇸 U.S.||138|
|#2||Hong Kong||🇭🇰 China||114|
|#3||San Francisco||🇺🇸 U.S.||85|
|#7||Los Angeles||🇺🇸 U.S.||59|
|#13||São Paulo||🇧🇷 Brazil||34|
Billionaire Wealth in 2022
Billionaires have significant power and influence, not in the least because their collective wealth is equivalent to about 11.8% of global GDP.
In recent billionaire news, Gautam Adani’s wealth has been soaring, most recently hitting the $145 billion mark, making him the third-richest person in the world according to Bloomberg’s Billionaire Index. However, not all billionaires are holding on to their wealth. Patagonia founder, Yvon Chouinard, recently transferred ownership of his company to an organization that fights climate change.
Over the last decade, billionaires have been grown their fortunes considerably, with wealth increasing at a faster rate than the growth in the number of billionaires themselves. According to Wealth-X, collective billionaire net worth grew by an astonishing 90% in the last 10 years.
But in the shorter term, the situation is often more volatile. With markets reeling in 2022, Bloomberg reported that billionaires lost a record $1.4 trillion over the first half of the year. Once the year is over and the final numbers are in, it will be interesting to see how the billionaire landscape shapes up in comparison to the more long-term trend.
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