Political Calculations
Unexpectedly Intriguing!
07 May 2026
A large crane beside an empty container ship in Lianyungang, China photo by Bing Zhang on Unsplash - https://unsplash.com/photos/a-large-red-crane-sitting-on-top-of-a-parking-lot-kq62qDdxlOU

The U.S. and China represent the two largest national economies on Earth. Since President Trump's 2 April 2025 "Liberation Day" global tariff announcement, trade between the two nations has plummeted by 39%. Just released data for February and March 2026 however indicates a bottom is forming in the combined value of goods that are being directly exchanged between the two countries.

That's a lot of information to unpack, so let's get to it!

The 39% decline in trade between the U.S. and China represents the percentage difference between the actual combined value of goods traded between the two nations through March 2026 and a counterfactual based on a simple straight-line projection of what a rolling twelve month average of that trade would have looked like had it continued following the same trajectory it was on from March 2024 through March 2025.

The counterfactual projection would have seen the value of US-China trade clock in at $50.3 billion in March 2026. Trade data reported by the U.S. Census Bureau in March 2026 indicates the actual rolling twelve month average of trade between the U.S. and China was $30.7 billion. The following chart shows both the counterfactual projection (the red-dashed line) and the actual rolling twelve month average (the thick solid black line), where the current decline has taken place starting from April 2025.

Combined Value of U.S. Exports to China and U.S. Imports from China, January 2017 - March 2026

The chart also shows the rate at which the actual rolling twelve month average is plummeting is starting to slow. That's mainly because the level of direct trade between the U.S. and China is stabilizing at a level between $27 billion and $34 billion per month, as indicated by the actual monthly data (the thinner purple line).

Looking again at the counterfactual and rolling twelve month average data, we estimate the cumulative loss of direct trade between the U.S. and China in the twelve months from April 2025 through March 2026 is $128.1 billion.

To put that level of trade into perspective, economist Gita Gopinath indicates that "China’s share in US imports at 9% is back down to what it was right before China joined the WTO (2001)."

Regular readers will note a change in how we're describing the U.S. Census Bureau's trade data for goods exported to and from the U.S. and China, which we now describe as "direct" trade. That's because of other trade research that finds a lot of trade is still occurring between the U.S. and China, which is being passed through other nations as intermediaries, particularly in southeastern Asia. In effect, the true national origin of those goods is being masked in both the U.S. and China's official trade data as appearing to be going to and from other nations.

References

U.S. Census Bureau. U.S. International Trade in Goods and Services (FT900). U.S. Trade in Goods with China, Not Seasonally Adjusted, Nominal Figures, Total Census Basis. [Online database]. Accessed 5 May 2026.

Image credit: A large crane beside an empty container ship in Lianyungang, China photo by Bing Zhang on Unsplash.

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06 May 2026
Wooden structure under construction photo by Nate Johnston on Unsplash - https://unsplash.com/photos/a-wooden-structure-under-construction-under-a-blue-sky-QtF2v8BP46I

The U.S. new home market has largely recovered from the disruption of January 2026's blizzards.

Political Calculations' initial estimate of the total value of new home sales in the United States during February and March 2026 as measured by a time-shifted, partial twelve month trailing average is $28.45 billion and $28.24 billion respectively, which are both up from January 2026's first estimate of $27.37 billion.

Overall, the time-shifted, trailing twelve month average of new home sales in the U.S. is holding fairly steady. The annualized total number of new home sales has ranged between 671,000 and 684,000 since January 2024.

New home prices however have been on a rising trend since bottoming in September 2024. The time-shifted, trailing twelve month average sale price of a new home in the U.S. has risen from $502,525 in September 2024 to $522,950 in March 2026. The average remains below the peak of $529,692 recorded for June 2022 at the height of the high inflation unleashed by the Biden administration.

The following charts present the U.S. new home market capitalization, the number of new home sales, and their average sale prices as measured by their time-shifted, trailing twelve month averages from January 1976 through March 2026.

Trailing Twelve Month Average New Home Sales Market Capitalization in the United States, January 1976 - March 2026

Steady trend for new home sales:

Trailing Twelve Month Average of the Annualized Number of New Homes Sold in the U.S., January 1976 - March 2026

Rising trend for new home prices:

Trailing Twelve Month Average of the Mean Sale Price of New Homes Sold in the U.S., January 1976 - March 2026

We'll take a separate look at the relative affordability of new homes in the near future.

References

U.S. Census Bureau. New Residential Sales Historical Data. Houses Sold. [Excel Spreadsheet]. Accessed 5 May 2026. 

U.S. Census Bureau. New Residential Sales Historical Data. Median and Average Sale Price of Houses Sold. [Excel Spreadsheet]. Accessed 5 May 2026. 

Image Credit: Wooden structure under construction photo by Nate Johnston on Unsplash.

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05 May 2026

We're following up a question we first asked a little over a month ago: Which market event is bigger: the DeepSeek AI Shock or the Iran War event?"

Here's where the S&P 500 (Index: SPX) was at the time we asked the question:

The United States initiated Operation Epic Fury against the Islamic Republic of Iran on Saturday, 28 February 2026. The S&P 500 (Index: SPX) had closed its trading week the day before, ending at a value of 6,878.88. Through the close of trading on 30 March 2026 the index has dropped 535.16 points, or about 7.8% of its pre-geopolitical event level.

As major events go in the U.S. stock market, at this point in time, the impact of the Iran war is a little smaller in magnitude than 2025's DeepSeek AI shock that sent the S&P 500 crashing between 19 February 2025 and 13 March 2025.

A little over a month later, we now have a definitive answer. The DeepSeek AI Shock was the bigger market-shaking event.

That's because 30 March 2026 turned out to be the bottom of the Iran War geopolitical event as measured by stock prices. The S&P 500 has since proceeded to charge higher, reaching new record highs. It has even regained its relative position above its current long-running trend with respect to its underlying trailing year dividends per share, as can be seen in the following chart:

S&P 500 Index Value vs Trailing Year Dividends per Share, 29 December 2023 Through 1 May 2026

When we asked the question after the close of trading on 30 March 2026, it looked like the Iran War geopolitical event could become larger in magnitude than the DeekSeek AI Shock. But as we can now show, it did not. The Iran War event is smaller in magnitude than the DeepSeek AI Shock. And it is much smaller in its impact than the combination one-two punch of 2025's DeepSeek AI shock and the "Liberation Day" global tariff event.

Maybe we should have proposed the question to one of the prediction markets so readers could have wagered on the potential outcome.

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04 May 2026
An editorial cartoon of a Wall Street bull and bear who are driving a convertible from the perspective of a passenger in the back seat who see a road sign that says 'NEW RECORD HIGHS AHEAD', while the rear view mirror on the front windshield says 'IRAN WAR' in reversed letters. Image generated with Microsoft Copilot Designer.

The S&P 500 (Index: SPX) reached new record highs during the trading week ending on Friday, 1 May 2026. The index closed at 7,230.12 to end the week as investors increasingly put the Iran war geopolitical event into their rear view mirrors.

That's because the event has largely transformed from a kinetic event to the equivalent of an economic siege. Only here, the siege affects the flow of oil through the Hormuz Strait with the U.S. bottling up Islamic Republic of Iran's oil exports while the remnants of Iran's military try to do the same with exports from other nations.

The question investors are weighing now is how long will that state of affairs last? The closure of the Hormuz Strait largely represents the worst case geopolitical scenario and since it has already happened, the risk of the kinetic phase of the conflict resuming doesn't raise the same fears for investors it did when it began, even with oil prices at elevated levels. Because of that, investors are now looking past the event at other factors, because they see the impact of the geopolitical event is diminishing.

That reduced impact can be seen in the latest update of the alternative futures chart, where we find the trajectory of the S&P 500 is moving toward the center of the redzone forecast range we added to the chart before the Iran conflict began. Through 1 May 2026, the S&P 500 is just 2.1% below the center of the redzone forecast range, which is a reasonable projection of where the index would be had the geopolitical event not taken place.

Alternative Futures - S&P 500 - 2026Q2 - Standard Model (m=-2.0 from 28 Apr 2025) - Snapshot on 1 May 2026

With investors increasingly seeing the Iran War as a past-tense event, other factors like corporate earnings and how the Fed will set interest rates through the rest of 2026 have taken center stage in the market moving headlines of the week that was. Speaking of which, here they are.

Monday, 27 April 2026
Tuesday, 28 April 2026
Wednesday, 29 April 2026
Thursday, 30 April 2026
Friday, 1 May 2026

The CME Group's FedWatch Tool continued to anticipate no Federal Reserve rate cuts in 2026, though with a bias for a quarter point rate cut before the end of the year.

The Atlanta Fed's GDPNow tool forecast of real GDP growth in 2026-Q1 held steady at +1.2%, which was lower than the BEA's initial estimate of +2.0% real GDP growth in the quarter. The Atlanta Fed's GDPNow tool first estimate of real GDP growth in the current quarter of 2026-Q2 is +3.7%.

Image credit: Microsoft Copilot Designer. Prompt: "An editorial cartoon of a Wall Street bull and bear who are driving a convertible from the perspective of a passenger in the back seat who see a road sign that says 'NEW RECORD HIGHS AHEAD', while the rear view mirror on the front windshield says 'IRAN WAR' in reversed letters".

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01 May 2026
Median Household Income - US Map

Motio Research reports their initial estimate of U.S. median household income for March 2026 is $88,310. This value represents a $680 (or 0.8%) increase from the firm's initial estimate of $87,630 for February 2026.

Motio Research's estimates are based on income data collected by the U.S. Census Bureau through its monthly Current Population Survey. This survey is conducted during the week containing the 12th day of the month following the month in which its data applies. Motio Research adjusts its raw monthly estimates to account for the effects of seasonality and inflation, presenting its results in the form of an index with the median household income of January 2010 assigned a value of 100. The initial value of the firm's U.S. Real Median Household Income Index for March 2026 is 119.8.

The following screenshot of Motio Research's interactive chart shows how this index has changed from January 2010 through March 2026:

Screenshot of Motio Research U.S. Real Median Household Income Index (MHII) from January 2010 through March 2026

Motio's survey-based estimates indicate the pace of growth of median household income has resumed increasing rapidly since January 2026. Our working hypothesis is the survey-based median household income estimates are reflecting a combination of rising household incomes and the exit of millions of very low income earning foreigners who have departed the United States in response to cash incentives and free travel to their home countries that have been offered by the Trump administration.

Analyst's Notes

Political Calculations produces median household income estimates using other original data sources that complement Motio Research's survey-based estimates. Our estimates have been lagging behind Motio Research's estimates because of delays in the reporting of the aggregate income we use to generate them stemming from the Senate Democrats' government shutdowns. As of 30 April 2026 however, those delays have ended. We are now able to fully catch up with median household income estimates for both February and March 2026. Here they are, starting with our initial estimate of median household income for January 2026 to show how they've changed:

  • January 2026: $86,506
  • February 2026: $86,896, an increase of $275 (+0.3%) from January 2026
  • March 2026: $87,164, an increase of $269 (+0.3%) from February 2026

The following chart presents our estimates of U.S. median household income, both adjusted for inflation (blue) and not-adjusted for inflation (red) for each month from January 2000 through March 2026.

Median Household Income in the 21st Century: Nominal and Real Modeled Estimates, January 2000 to March 2026

Political Calculations' March 2026 estimate is $1,146 (or 1.3%) below Motio Research's initial estimate of $88,310 for March 2026. We think this difference is attributable to the BEA's use of projections to estimate aggregate wage and salary income, which is not currently capturing the departure of millions of very low income earning foreign-born individuals from the U.S. labor force. We anticipate there will be substantial revisions to this data as it is replaced by more accurate aggregate earned income data.

For the latest in our coverage of median household income in the United States, follow this link!

References

U.S. Bureau of Economic Analysis. Table 2.6. Personal Income and Its Disposition, Monthly, Personal Income and Outlays, Not Seasonally Adjusted, Monthly, Middle of Month. Population. [Online Database (via Federal Reserve Economic Data)]. Last Updated: 30 April 2026. Accessed: 30 April 2026.

U.S. Bureau of Economic Analysis. Table 2.6. Personal Income and Its Disposition, Monthly, Personal Income and Outlays, Not Seasonally Adjusted, Monthly, Middle of Month. Compensation of Employees, Received: Wage and Salary Disbursements. [Online Database (via Federal Reserve Economic Data)]. Last Updated: 30 April 2026. Accessed: 30 April 2026.

Image credit: U.S. Census Bureau. We modified the public domain image to make it more generally applicable beyond reporting the median household income from 2022.

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About Political Calculations

Welcome to the blogosphere's toolchest! Here, unlike other blogs dedicated to analyzing current events, we create easy-to-use, simple tools to do the math related to them so you can get in on the action too! If you would like to learn more about these tools, or if you would like to contribute ideas to develop for this blog, please e-mail us at:

ironman at politicalcalculations

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