Recession Probability Models – November 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 November 5, 2026 using data through October 2026) this “Yield Curve” model shows a 12.4158% probability of a recession in the United States twelve months ahead.  For comparison purposes, it showed a 12.76% probability through September 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 November 2, 2026 currently shows a .40% probability using data through September 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 November 9, 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 October 11, 2026 post titled “The October 2026 Wall Street Journal Economic Forecast Survey“ economists surveyed averaged a 24% 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 7549.94 as this post is written

Building Financial Danger – November 8, 2026 Update

My overall analysis indicates a continuing elevated and growing level of financial danger which contains many worldwide and U.S.-specific “stresses” of a very complex nature. I have written numerous posts on this site concerning both ongoing and recent “negative developments.”  These developments, as well as other exceedingly problematical conditions, have presented a highly perilous economic environment that endangers the overall financial system.

Also of ongoing immense importance is the existence of various immensely large asset bubbles, a subject of which I have extensively written.  While all of these asset bubbles are wildly pernicious and will have profound adverse future implications, hazards presented by the bond market bubble are especially notable.

Predicting the specific timing and extent of a stock market crash is always difficult, and the immense complexity of today’s economic situation makes such a prediction even more challenging. With that being said, my analyses continue to indicate that a near-term exceedingly large (from an ultra long-term perspective) stock market crash – that would also involve (as seen in 2008) various other markets – will occur. [note: the “next crash” and its aftermath has paramount significance and implications, as discussed in the post of January 6, 2012 titled “The Next Crash And Its Significance“ and various subsequent posts in the “Economic Depression” label]

As reference, below is a daily chart since 2008 of the S&P500 (through November 6, 2026 with a last price of 7376.86), depicted on a LOG scale, indicating both the 50dma and 200dma as well as price labels:

(click on chart to enlarge image)(chart courtesy of StockCharts.com; chart creation and annotation by the author)

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The Special Note summarizes my overall thoughts about our economic situation

SPX at 7376.86 as this post is written

Monthly Changes In Total Nonfarm Payroll – November 6, 2026 Update

For reference purposes, below are five charts that display growth in payroll employment, as depicted by the Total Nonfarm Payroll measures (FRED data series PAYEMS).

PAYEMS, which is seasonally adjusted, is defined in Financial Reserve Economic Data [FRED] as:

All Employees: Total Nonfarm, commonly known as Total Nonfarm Payroll, is a measure of the number of U.S. workers in the economy that excludes proprietors, private household employees, unpaid volunteers, farm employees, and the unincorporated self-employed. This measure accounts for approximately 80 percent of the workers who contribute to Gross Domestic Product (GDP).

This measure provides useful insights into the current economic situation because it can represent the number of jobs added or lost in an economy. Increases in employment might indicate that businesses are hiring which might also suggest that businesses are growing. Additionally, those who are newly employed have increased their personal incomes, which means (all else constant) their disposable incomes have also increased, thus fostering further economic expansion.

Generally, the U.S. labor force and levels of employment and unemployment are subject to fluctuations due to seasonal changes in weather, major holidays, and the opening and closing of schools. The Bureau of Labor Statistics (BLS) adjusts the data to offset the seasonal effects to show non-seasonal changes: for example, women’s participation in the labor force; or a general decline in the number of employees, a possible indication of a downturn in the economy. To closely examine seasonal and non-seasonal changes, the BLS releases two monthly statistical measures: the seasonally adjusted All Employees: Total Nonfarm (PAYEMS) and All Employees: Total Nonfarm (PAYNSA), which is not seasonally adjusted.

The series comes from the ‘Current Employment Statistics (Establishment Survey).’

The source code is: CES0000000001

The first chart shows the monthly change in Total Nonfarm Payroll from the year 2000 through the current October 2026 report (October 2026 value of 165 (Thousands)):

(click on charts to enlarge images)

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 November 8, 2026; https://fred.stlouisfed.org/series/PAYEMS

The second chart shows a longer-term chart of the same month-over-month change in Total Nonfarm Payroll (reports of February 1939 through the present report of October 2026):

The third chart shows the aggregate number of Total Nonfarm Payroll, from the reports of January 1939 – October 2026 (October 2026 value of 159.293 million):

The fourth chart shows this same measure of aggregate number of Total Nonfarm Payroll as seen above but presented on a LOG scale:

Lastly, the fifth chart shows the Total Nonfarm Payroll number on a “Percent Change from Year Ago” basis from January 1940 – October 2026: (October 2026 value of .6%)

_________

I post various 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 7376.86 as this post is written

U.S. Dollar Decline – November 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…

_____

The Special Note summarizes my overall thoughts about our economic situation

SPX at 7580.07 as this post is written

Problems Within The U.S. Economic Situation – November 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 7580.07 as this post is written

Employment Cost Index (ECI) – September 2026

While the concept of Americans’ incomes can be defined in a number of ways, many prominent measures continue to show disconcerting trends.

One prominent measure is the Employment Cost Index (ECI).

Here is a description from the BLS document titled “The Employment Cost Index:  what is it?“:

The Employment Cost Index (ECI) is a quarterly measure of the change in the price of labor, defined as compensation per employee hour worked. Closely watched by many economists, the ECI is an indicator of cost pressures within companies that could lead to price inflation for finished goods and services. The index measures changes in the cost of compensation not only for wages and salaries, but also for an extensive list of benefits. As a fixed-weight, or Laspeyres, index, the ECI controls for changes occurring over time in the industrial-occupational composition of employment.

On October 30, 2026, the latest ECI report was released.  Here are two excerpts from the BLS release titled “Employment Cost Index – September 2026“:

Compensation costs for civilian workers increased 0.8 percent, seasonally adjusted, for the 3-month period ending in September 2026, the U.S. Bureau of Labor Statistics reported today. Wages and salaries increased 0.7 percent, and benefit costs increased 0.9 percent from June 2026. (See chart 1 and tables A, 1, 2, and 3.)

Compensation costs for civilian workers increased 3.4 percent, not seasonally adjusted, for the 12-month period ending in September 2026. Wages and salaries increased 3.1 percent, and benefit costs increased 3.9 percent over the year. (See chart 2 and tables A, 4, 8, and 12.) 

Below are three charts, updated on October 30, 2026 that depict various aspects of the ECI, which is seasonally adjusted (SA):

The first depicts the ECI, with a value of 178.574:

source: US. Bureau of Labor Statistics, Employment Cost Index: Total compensation: All Civilian [ECIALLCIV], retrieved from FRED, Federal Reserve Bank of St. Louis, accessed October 30, 2026:  https://fred.stlouisfed.org/series/ECIALLCIV/#

The second chart depicts the ECI on a “Percent Change from Year Ago” basis, with a value of 3.4%:

The third chart depicts the ECI on a “Percent Change” (from last quarter) basis, with a value of .8%:

_________

I post various 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 7613.14 as this post is written

Another Recession Probability Indicator – Through Q2 2026

Each month I have been highlighting various estimates of U.S. recession probabilities.  The latest update was that of September 9, 2026, titled “Recession Probability Models – September 2026.”

While I don’t agree with the methodologies employed or the probabilities of impending economic weakness as depicted by these and other estimates, I do believe that the results of these models and estimates should be monitored.

Another probability of recession is provided by James Hamilton, and it is titled “GDP-Based Recession Indicator Index.”  A description of this index, as seen in FRED:

This index measures the probability that the U.S. economy was in a recession during the indicated quarter. It is based on a mathematical description of the way that recessions differ from expansions. The index corresponds to the probability (measured in percent) that the underlying true economic regime is one of recession based on the available data. Whereas the NBER business cycle dates are based on a subjective assessment of a variety of indicators that may not be released until several years after the event , this index is entirely mechanical, is based solely on currently available GDP data and is reported every quarter. Due to the possibility of data revisions and the challenges in accurately identifying the business cycle phase, the index is calculated for the quarter just preceding the most recently available GDP numbers. Once the index is calculated for that quarter, it is never subsequently revised. The value at every date was inferred using only data that were available one quarter after that date and as those data were reported at the time.

If the value of the index rises above 67% that is a historically reliable indicator that the economy has entered a recession. Once this threshold has been passed, if it falls below 33% that is a reliable indicator that the recession is over.

Additional reference sources for this index and its construction can be seen in the Econbrowser post of February 14, 2016 titled “Recession probabilities” as well as on the “The Econbrowser Recession Indicator Index” page.

Below is a chart depicting the most recent value of 3.50000% for the second quarter of 2026, last updated on October 29 (after the October 29, 2026 Gross Domestic Product, Third Quarter 2026 (Advance Estimate)):

source:  Hamilton, James, GDP-Based Recession Indicator Index [JHGDPBRINDX], retrieved from FRED, Federal Reserve Bank of St. Louis; accessed October 30, 2026: 
https://fred.stlouisfed.org/series/JHGDPBRINDX#

_________

I post various 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 7720.39 as this post is written

U.S. Deflation Probability Chart Through October 2026

For reference, below is a chart of the St. Louis Fed Price Pressures Measures – Deflation Probability [FRED STLPPMDEF] through October 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 – October 2026, with a last reading of .00000, last updated on October 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 October 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 7720.39 as this post is written