Debt
How Tech is Changing the Modern Credit Landscape
From the beginnings of General Motors Acceptance Corporation to the introduction of the Diner’s Club charge card, the history of credit has been filled with game-changing innovations.
Today, new innovations in tech are continuing to shape the consumer credit industry – and with U.S. consumer debt sitting at $13 trillion, these changes could play a role in impacting how consumers access credit both today and in the future.
The Modern Credit Landscape
Today’s infographic comes to us from Equifax, and it gives a snapshot of modern credit as well as a perspective on how new technologies such as trended and alternative data are changing the landscape.
It’s the second part of our ongoing three-part series on credit:







Credit scores play a massive component of consumer life, and they are used to gauge creditworthiness for big purchases ranging from homes to launching a business.
Interestingly, how this scoring works is not at all static – and new technology is being applied to increase accuracy as well as open credit up to more consumers throughout society.
Traditional Credit Scoring
The modern numeric credit score emerged in 1989, and it uses logistic regression to make informed decisions on a consumer’s creditworthiness.
The scoring model is made up of five distinct categories:
Category | Percentage | Description |
---|---|---|
Payment History | 35% | Are scheduled payments made on time? |
Debt Burden | 30% | Includes multiple factors such as number of accounts with balances, amounts owed, and debt-to-limit ratio. |
Length of Credit History | 15% | Average age of accounts and age of oldest account. |
Types of Credit Used | 10% | What type of credit is used? (i.e. revolving, installments, etc.) |
New Credit Requests | 10% | Hard new credit inquiries can hurt scores. |
But this model does have its limitations. For example, traditional credit scores give a snapshot of credit rather than showing how the “big picture” of a person’s credit is changing. Further, current scores can also can be inhibited by a lack of data, resulting in an inaccurate representation of a person’s credit.
Tech to the Rescue
On a global basis, the data universe is doubling every two years – and this abundant new resource is revolutionizing consumer credit.
Trended Data
Instead of looking at a snapshot of a credit score, it’s possible to analyze the direction, velocity, tipping points, and magnitude of changes in a consumer’s credit history to get a bigger, more accurate picture. This is called trended data, and it can offer up to 20% improvement in predictive performance.
Alternative Data
Credit history is important, but there are increasingly other sources of data that can provide a view of a consumer’s creditworthiness. Alternative data taps into information on property ownership, wealth, how customers pay everyday bills, and other data sources to provide a more well-rounded picture.
Other Tech
Technology has given consumers unprecedented access to their credit data – and in the meantime, new science behind neural networks is being implemented to give even more sophisticated scoring capabilities.
Politics
Charting the Rise of America’s Debt Ceiling
By June 1, a debt ceiling agreement must be finalized. The U.S. could default if politicians fail to act—causing many stark consequences.

Charting the Rise of America’s Debt Ceiling
Every few years the debt ceiling standoff puts the credit of the U.S. at risk.
In January, the $31.4 trillion debt limit—the amount of debt the U.S. government can hold—was reached. That means U.S. cash reserves could be exhausted by June 1 according to Treasury Secretary Janet Yellen. Should Republicans and Democrats fail to act, the U.S. could default on its debt, causing harmful effects across the financial system.
The above graphic shows the sharp rise in the debt ceiling in recent years, pulling data from various sources including the World Bank, U.S. Department of Treasury, and Congressional Research Service.
Familiar Territory
Raising the debt ceiling is nothing new. Since 1960, it’s been raised 78 times.
In the 2023 version of the debate, Republican House Majority Leader Kevin McCarthy is asking for cuts in government spending. However, President Joe Biden argues that the debt ceiling should be increased without any strings attached. Adding to this, the sharp uptick in interest rates have been a clear reminder that rising debt levels can be precarious.
Consider that historically, interest payments on the U.S. debt have been equal to about half the cost of defense. More recently, however, the cost of servicing the debt has risen, and is now almost on par with the defense budget as a whole.
Key Moments In Recent History
Over history, raising the debt ceiling has often been a typical process for Congress.
Unlike today, agreements to raise the debt ceiling were often negotiated faster. Increased political polarization over recent years has contributed to standoffs with damaging consequences.
For instance, in 2011, an agreement was made just days before the deadline. As a result, S&P downgraded the U.S. credit rating from AAA to AA+ for the first time ever. This delay cost an estimated $1.3 billion in extra costs to the government that year.
Before then, the government shut down twice between 1995 and 1996 as President Bill Clinton and Republican House Speaker Newt Gingrich went head-to-head. Over a million government workers were furloughed for a week in late November 1995 before the debt limit was raised.
What Happens Now?
Today, Republicans and Democrats have less than two weeks to reach an agreement.
If Congress doesn’t make a deal the result would be that the government can’t pay its bills by taking on new debt. Payment for federal workers would be suspended, certain pension payments would get stalled, and interest payments on Treasuries would be delayed. The U.S. would default under these conditions.
Three Potential Consequences
Here are some of the potential knock-on effects if the debt ceiling isn’t raised by June 1, 2023:
1. Higher Interest Rates
Typically investors require higher interest payments as the risk of their debt holdings increase.
If the U.S. fails to pay interest payments on its debt and gets a credit downgrade, these interest payments would likely rise higher. This would impact the U.S. government’s interest payments and the cost of borrowing for businesses and households.
High interest rates can slow economic growth since it disincentivizes spending and taking on new debt. We can see in the chart below that a gloomier economic picture has already been anticipated, showing its highest probability since 1983.
Historically, recessions have increased U.S. deficit spending as tax receipts fall and there is less income to help fund government activities. Additional fiscal stimulus spending can also exacerbate any budget imbalance.
Finally, higher interest rates could spell more trouble for the banking sector, which is already on edge after the collapse of Silicon Valley Bank and Signature Bank.
A rise in interest rates would push down the value of outstanding bonds, which banks hold as capital reserves. This makes it even more challenging to cover deposits, which could further increase uncertainty in the banking industry.
2. Eroding International Credibility
As the world’s reserve currency, any default on U.S. Treasuries would rattle global markets.
If its role as an ultra safe asset is undermined, a chain reaction of negative consequences could spread throughout the global financial system. Often Treasuries are held as collateral. If these debt payments fail to get paid to investors, prices would plummet, demand could crater, and global investors may shift investment elsewhere.
Investors are factoring in the risk of the U.S. not paying its bondholders.
As we can see this in the chart below, U.S. one-year credit default swap (CDS) spreads are much higher than other nations. These CDS instruments, quoted in spreads, offer insurance in the event that the U.S. defaults. The wider the spread, the greater the expected risk that the bondholder won’t be paid.
The US now has higher credit risk than Mexico, Greece, and Brazil pic.twitter.com/je4klBvHZ6
— Genevieve Roch-Decter, CFA (@GRDecter) May 11, 2023
Additionally, a default could add fuel to the perception of global de-dollarization. Since 2001, the USD has slipped from 73% to 58% of global reserves.
Since Russia’s invasion of Ukraine led to steep financial sanctions, China and India are increasingly using their currencies for trade settlement. President of Russia Vladimir Putin says that two-thirds of trade is settled in yuan or roubles. Recently, China has also entered non-dollar agreements with Brazil and Kazakhstan.
3. Financial Sector Turmoil
Back at home, a debt default would hurt investor confidence in the U.S. economy. Coupled with already higher interest rates impacting costs, financial markets could see added strain. Lower investor demand could depress stock prices.
Is the Debt Ceiling Concept Flawed?
Today, U.S. government debt stands at 129% of GDP.
The annualized cost of servicing this debt has jumped an estimated 90% compared to 2011, driven by increasing debt and higher interest rates.
Some economists argue that the debt ceiling helps keep the government more fiscally responsible. Others suggest that it’s structured poorly, and that if the government approves a level of spending in its budget, that debt ceiling increases should come more automatically.
In fact, it’s worth noting that the U.S. is one of the few countries worldwide with a debt ceiling.
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