Recession Probability Models – June 2026

There are a variety of economic models that are supposed to predict the probabilities of recession.

While I don’t agree with the methodologies employed or probabilities of impending economic weakness as depicted by the following two models, I think the results of these models should be monitored.

Please note that each of these models is updated regularly, and the results of these – as well as other recession models – can fluctuate significantly.

The first is the “Yield Curve as a Leading Indicator” from the New York Federal Reserve.  I wrote a post concerning this measure on March 1, 2010, titled “The Yield Curve as a Leading Indicator.”

Currently (last updated June 4, 2026 using data through May 2026) this “Yield Curve” model shows a 14.9758% probability of a recession in the United States twelve months ahead.  For comparison purposes, it showed a 17.6275% probability through April 2026, and a chart going back to 1960 is seen at the “Probability Of U.S. Recession Predicted by Treasury Spread.” (pdf)

The second model is from Marcelle Chauvet and Jeremy Piger.  This model is described on the St. Louis Federal Reserve site (FRED) as follows:

Smoothed recession probabilities for the United States are obtained from a dynamic-factor markov-switching model applied to four monthly coincident variables: non-farm payroll employment, the index of industrial production, real personal income excluding transfer payments, and real manufacturing and trade sales. This model was originally developed in Chauvet, M., “An Economic Characterization of Business Cycle Dynamics with Factor Structure and Regime Switching,” International Economic Review, 1998, 39, 969-996. (http://faculty.ucr.edu/~chauvet/ier.pdf)

Additional details and explanations can be seen on the “U.S. Recession Probabilities” page.

This model, last updated on June 1, 2026 currently shows a .44% probability using data through April 2026.

Here is the FRED chart:

Data Source:  Piger, Jeremy Max and Chauvet, Marcelle, Smoothed U.S. Recession Probabilities [RECPROUSM156N], retrieved from FRED, Federal Reserve Bank of St. Louis, accessed June 5, 2026:  http://research.stlouisfed.org/fred2/series/RECPROUSM156N

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The two models featured above can be compared against measures seen in recent posts.  For instance, as seen in the April 12, 2026 post titled “The April 2026 Wall Street Journal Economic Forecast Survey“ economists surveyed averaged a 33% probability of a U.S. recession within the next 12 months.

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The Special Note summarizes my overall thoughts about our economic situation

SPX at 7383.74 as this post is written

“Not In Labor Force” Statistic – As Of June 2026

In the November 13, 2013 post (“Not In Labor Force Statistic“) I featured editorial commentary from the Wall Street Journal, as well as an accompanying long-term chart, with regard to the number of people not working.

Also, on February 9, 2015 I wrote another post titled “Unemployment And The ‘Not In Labor Force’ Statistic,” in which I discussed various facets of this measure.

Below is an updated chart regarding this statistic.  The current figure, last updated on June 5, 2026 depicting data through May 2026, is 105.253 Million people (Not Seasonally Adjusted):

Data Source: U.S. Bureau of Labor Statistics, Not in Labor Force [LNU05000000], retrieved from FRED, Federal Reserve Bank of St. Louis; accessed June 5, 2026: 
https://fred.stlouisfed.org/series/LNU05000000

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The Special Note summarizes my overall thoughts about our economic situation

SPX at 7383.74 as this post is written

Average Hourly Earnings Trends

I have written many blog posts concerning the worrisome trends in income and earnings.

Along these lines, one of the measures showing disconcerting trends is that of hourly earnings.

While the concept of hourly earnings can be defined and measured in a variety of ways, below are a few charts that I believe broadly illustrate problematic trends.

The first chart depicts Average Hourly Earnings Of All Employees: Total Private (FRED series CES0500000003)(current value = $37.53):

(click on chart to enlarge image)(chart last updated 6-5-26)

Data Source: FRED, Federal Reserve Economic Data, Federal Reserve Bank of St. Louis: Average Hourly Earnings of All Employees:  Total Private [CES0500000003] ; U.S. Department of Labor: Bureau of Labor Statistics; accessed June 5, 2026: http://research.stlouisfed.org/fred2/series/CES0500000003

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This next chart depicts this same measure on a “Percentage Change From A Year Ago” basis.   While not totally surprising, I find the decline from 2009 and subsequent trend to be disconcerting:

(click on chart to enlarge image)(chart last updated 6-5-26)

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There are slightly different measures available from a longer-term perspective. Pictured below is another measure, the Average Hourly Earnings of Production and Nonsupervisory Employees – Total Private (FRED series AHETPI)(current value = $32.31):

(click on chart to enlarge image)(chart last updated 6-5-26)

Data Source: FRED, Federal Reserve Economic Data, Federal Reserve Bank of St. Louis: Average Hourly Earnings of Production and Nonsupervisory Employees:  Total Private [AHETPI] ; U.S. Department of Labor: Bureau of Labor Statistics;  accessed June 5, 2026: 
http://research.stlouisfed.org/fred2/series/AHETPI

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Pictured below is this AHETPI measure on a “Percentage Change From A Year Ago” basis.   While not totally surprising, I find the decline from 2009 and subsequent trend to be disconcerting:

(click on chart to enlarge image)(chart last updated 6-5-26)

I will continue to actively monitor these trends, especially given the post-2009 dynamics.

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I post various economic indicators and indices because I believe they should be carefully monitored.  However, as those familiar with this site are aware, I do not necessarily agree with what they depict or imply.

_____

The Special Note summarizes my overall thoughts about our economic situation

SPX at 7453.12 as this post is written

U-3 And U-6 Unemployment Rate Long-Term Charts As Of June 5, 2026

Shortly after each monthly employment report I have been posting a continual series titled “3 Critical Unemployment Charts.”

Of course, there are many other employment charts that can be displayed as well.

For reference purposes, below are the U-3 and U-6 Unemployment Rate charts from a long-term historical perspective.  Both charts are from the St. Louis Fed site.  The U-3 measure is what is commonly referred to as the official unemployment rate; whereas the U-6 rate is officially (per Bureau of Labor Statistics) defined as:

Total unemployed, plus all persons marginally attached to the labor force, plus total employed part time for economic reasons, as a percent of the civilian labor force plus all persons marginally attached to the labor force

Of note, many economic observers use the U-6 rate as a (closer) proxy of the actual unemployment rate rather than that depicted by the U-3 measure.

Here is the U-3 chart, currently showing a 4.3% unemployment rate:

Data Source: FRED, Federal Reserve Economic Data, Federal Reserve Bank of St. Louis: Civilian Unemployment Rate [UNRATE] ; U.S. Department of Labor: Bureau of Labor Statistics; accessed June 5, 2026: http://research.stlouisfed.org/fred2/series/UNRATE

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Here is the U-6 chart, currently showing a 8.1% unemployment rate:

Data Source: FRED, Federal Reserve Economic Data, Federal Reserve Bank of St. Louis: Total unemployed, plus all marginally attached workers plus total employed part time for economic reasons  [U6RATE] ; U.S. Department of Labor: Bureau of Labor Statistics; accessed June 5, 2026:  http://research.stlouisfed.org/fred2/series/U6RATE

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The Special Note summarizes my overall thoughts about our economic situation

SPX at 7490.50 as this post is written

3 Critical Unemployment Charts – June 2026

As I have commented previously, as in the October 6, 2009 post (“A Note About Unemployment Statistics”), in my opinion the official methodologies used to measure the various job loss and unemployment statistics do not provide an accurate depiction; they serve to understate the severity of unemployment.

However, even if one chooses to look at the official statistics, the following charts provide an interesting (and disconcerting) long-term perspective of certain aspects of the officially-stated unemployment (and, in the third chart, employment) situation.

The three charts below are from the St. Louis Fed site.  Here is the Median Duration of Unemployment (current value = 11.6 weeks):

(click on charts to enlarge images)(charts updated as of 6-5-26)

Data Source: FRED, Federal Reserve Economic Data, Federal Reserve Bank of St. Louis: Median Duration of Unemployment [UEMPMED] ; U.S. Department of Labor: Bureau of Labor Statistics; accessed June 5, 2026:  http://research.stlouisfed.org/fred2/series/UEMPMED

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Here is the chart for Unemployed 27 Weeks and Over (current value = 1.988 million):

Data Source: FRED, Federal Reserve Economic Data, Federal Reserve Bank of St. Louis: Civilians Unemployed for 27 Weeks and Over [UEMP27OV] ; U.S. Department of Labor: Bureau of Labor Statistics; accessed June 5, 2026: http://research.stlouisfed.org/fred2/series/UEMP27OV

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Here is the chart for Total Nonfarm Payroll (current value = 159.001 million):

Data Source: FRED, Federal Reserve Economic Data, Federal Reserve Bank of St. Louis: All Employees: Total Nonfarm [PAYEMS] ; U.S. Department of Labor: Bureau of Labor Statistics; accessed June 5, 2026:  https://research.stlouisfed.org/fred2/series/PAYEMS

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Our unemployment problem is severe.  The underlying dynamics of the current – and especially future – unemployment situation remain exceedingly worrisome.  These dynamics are numerous and complex, and greatly lack recognition and understanding.

My commentary regarding unemployment is generally found in the “Unemployment” category.  This commentary includes the page titled “U.S. Unemployment Trends,” which discusses various problematical issues concerning the present and future employment situation.

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The Special Note summarizes my overall thoughts about our economic situation

SPX at 7519.23 as this post is written

U.S. Dollar Decline – June 1, 2026 Update

U.S. Dollar weakness is a foremost concern of mine.  As such, I have extensively written about it, including commentary on the “A Substantial U.S. Dollar Decline And Consequences” page.  I am very concerned that the actions being taken to “improve” our economic situation will dramatically weaken the Dollar.  Should the Dollar substantially decline from here, as I expect, the negative consequences will far outweigh any benefits.  The negative impact of a substantial Dollar decline can’t, in my opinion, be overstated.

The following three charts illustrate various technical analysis aspects of the U.S. Dollar, as depicted by the U.S. Dollar Index.

First, a look at the monthly U.S. Dollar from 1983.  This clearly shows a long-term weakness, with the blue line showing technical support until 2007, and the red line representing a (past) trendline:

(charts courtesy of StockCharts.com; annotations by the author)

(click on charts to enlarge images)

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Next, another chart, this one focused on the daily U.S. Dollar since 2000 on a LOG scale.  The red line represents a (past) trendline.  The gray dotted line is the 200-day M.A. (moving average):

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Lastly, a chart of the Dollar on a daily LOG scale.  There is possible technical support depicted by the dashed light blue line:

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I will continue providing updates on this U.S. Dollar situation regularly as it deserves very close monitoring…

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The Special Note summarizes my overall thoughts about our economic situation

SPX at 7580.06 as this post is written

Problems Within The U.S. Economic Situation – June 1, 2026

Various surveys, economic growth projections, and market risk indicators indicate sustained economic growth and financial stability for the foreseeable future.

However, there are various indications – many of which have been discussed on this site – that this very widely-held consensus is in many ways incorrect.  There are many exceedingly problematical financial conditions that have existed prior to 2020, and continue to exist.  As well, numerous economic dynamics continue to be exceedingly worrisome and many economic indicators have portrayed facets of weak growth or outright decline currently as well as prior to 2020.

Of paramount importance is the resulting level of risk and the future economic implications.

From an “all things considered” standpoint, I continue to believe the overall level of risk remains at a fantastic level – one that is far greater than that experienced at any time in the history of the United States.

Cumulatively, these highly problematical conditions will lead to future upheaval.  The extent of the resolution of these problematical conditions will determine the ongoing viability of the financial system and economy as well as the resultant quality of living.

As I have previously written in “The U.S. Economic Situation” updates:

My analyses continues to indicate that the growing level of financial danger will lead to the next stock market crash that will also involve (as seen in 2008) various other markets as well.  Key attributes of this next crash is its outsized magnitude (when viewed from an ultra-long term historical perspective) and the resulting economic impact.  This next financial crash is of tremendous concern, as my analyses indicate it will lead to a Super Depression – i.e. an economy characterized by deeply embedded, highly complex, and difficult-to-solve problems.

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The Special Note summarizes my overall thoughts about our economic situation

SPX at 7580.06 as this post is written

U.S. Deflation Probability Chart Through May 2026

For reference, below is a chart of the St. Louis Fed Price Pressures Measures – Deflation Probability [FRED STLPPMDEF] through May 2026.

While I do not necessarily agree with the current readings of the measure, I view this as a proxy of U.S. deflation probability.

A description of this measure, as seen in FRED:

This series measures the probability that the personal consumption expenditures price index (PCEPI) inflation rate (12-month changes) over the next 12 months will fall below zero.

The chart, on a monthly basis from January 1990 – May 2026, with a last reading of .00000, last updated on May 29, 2026:

Here is this same U.S. deflation probability measure since 2008:

source:  Federal Reserve Bank of St. Louis, Deflation Probability [STLPPMDEF], retrieved from FRED, Federal Reserve Bank of St. Louis; accessed May 29, 2026: https://fred.stlouisfed.org/series/STLPPMDEF

_________

I post various economic indicators and indices because I believe they should be carefully monitored.  However, as those familiar with this site are aware, I do not necessarily agree with what they depict or imply.

_____

The Special Note summarizes my overall thoughts about our economic situation

SPX at 7580.06 as this post is written