By April 2026, it is projected that there is a probability of ***** percent that the United States will fall into another economic recession. This reflects a significant decrease from the projection of the preceding month.

The Long Depression was, by a large margin, the longest-lasting recession in U.S. history. It began in the U.S. with the Panic of 1873, and lasted for over five years. This depression was the largest in a series of recessions at the turn of the 20th century, which proved to be a period of overall stagnation as the U.S. financial markets failed to keep pace with industrialization and changes in monetary policy. Great Depression The Great Depression, however, is widely considered to have been the most severe recession in U.S. history. Following the Wall Street Crash in 1929, the country's economy collapsed, wages fell and a quarter of the workforce was unemployed. It would take almost four years for recovery to begin. Additionally, U.S. expansion and integration in international markets allowed the depression to become a global event, which became a major catalyst in the build up to the Second World War. Decreasing severity When comparing recessions before and after the Great Depression, they have generally become shorter and less frequent over time. Only three recessions in the latter period have lasted more than one year. Additionally, while there were 12 recessions between 1880 and 1920, there were only six recessions between 1980 and 2020. The most severe recession in recent years was the financial crisis of 2007 (known as the Great Recession), where irresponsible lending policies and lack of government regulation allowed for a property bubble to develop and become detached from the economy over time, this eventually became untenable and the bubble burst. Although the causes of both the Great Depression and Great Recession were similar in many aspects, economists have been able to use historical evidence to try and predict, prevent, or limit the impact of future recessions.

United States Recession Probability data was reported at 14.120 % in Oct 2019. This records a decrease from the previous number of 14.505 % for Sep 2019. United States Recession Probability data is updated monthly, averaging 7.668 % from Jan 1960 (Median) to Oct 2019, with 718 observations. The data reached an all-time high of 95.405 % in Dec 1981 and a record low of 0.080 % in Sep 1983. United States Recession Probability data remains active status in CEIC and is reported by Federal Reserve Bank of New York. The data is categorized under Global Database’s United States – Table US.S021: Recession Probability.

We use the yield curve to predict future GDP growth and recession probabilities. The spread between short- and long-term rates typically correlates with economic growth. Predications are calculated using a model developed by the Federal Reserve Bank of Cleveland. Released monthly.

Graph and download economic data for Real-time Sahm Rule Recession Indicator (SAHMREALTIME) from Dec 1959 to Jun 2025 about recession indicators, academic data, and USA.

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Modeling and predicting U.S. recessions using machine learning techniques

As variáveis do FRED-MD como preditivas e a USREC como alvo (período de 1979-2019)

Diversos Modelos: probit, logit, LDA, árvores Naive-Bayes Algumas variáveis tiveram que ser transformadas em mensais (interpolação cúbica)

128 varibles. Grupos: Output and Income Labor Market Consumption and Orders Orders and Inventories Money and Credit Interest Rates and Exchange Rates Prices Stock Market

United States Recession Prob: Yield Curve: 3 Month Treasury Yield data was reported at 2.250 % in Oct 2018. This records an increase from the previous number of 2.130 % for Sep 2018. United States Recession Prob: Yield Curve: 3 Month Treasury Yield data is updated monthly, averaging 4.620 % from Jan 1959 (Median) to Oct 2018, with 718 observations. The data reached an all-time high of 16.300 % in May 1981 and a record low of 0.010 % in Dec 2011. United States Recession Prob: Yield Curve: 3 Month Treasury Yield data remains active status in CEIC and is reported by Federal Reserve Bank of New York. The data is categorized under Global Database’s United States – Table US.S021: Recession Probability.

This paper proposes a model to predict recessions that accounts for non-linearity and a structural break when the spread between long- and short-term interest rates is the leading indicator. Estimation and model selection procedures allow us to estimate and identify time-varying non-linearity in a VAR. The structural break threshold VAR (SBTVAR) predicts better the timing of recessions than models with constant threshold or with only a break. Using real-time data, the SBTVAR with spread as leading indicator is able to anticipate correctly the timing of the 2001 recession.

Milton Friedman’s plucking model of business cycles hypothesizes that deeper recessions forecast larger booms while stronger booms do not necessarily forecast deeper recessions. This paper tests the plucking model using Maddison Project growth data for 169 countries across several centuries. We find 56.9% of the per capita GDP growth magnitude in the last year of a downturn forecasts the per capita GDP growth magnitude of the subsequent first recovery year while only 16.2% of the last boom year per capita GDP growth magnitude forecasts the per capita GDP growth magnitude of the first year in the subsequent downturn, suggesting that the plucking model holds up relatively well. Combining our finding that first post-recession boom year per capita GDP growth rate is typically is 0.7% higher than later boom years suggests that recoveries generally exhibit “reverse square root” shapes.

Across the United States, the United Kingdom, Germany, and the European Union, gross domestic products (GDP) decreased in 2020 as a result of the COVID-19 pandemic. However, by 2021, growth rates were positive in all four areas again. The United Kingdom, Germany, and the European Union all experiencing slow economic growth in 2023 amid high inflation, with Germany even seeing an economic recession. GDP and its components GDP refers to the total market value of all goods and services that are produced within a country per year. It is composed of government spending, consumption, business investments and net exports. It is an important indicator to measure the economic strength of a country. Economists rely on a variety of factors when predicting the future performance of the GDP. Inflation rate is one of the economic indicators providing insight into the future behavior of households, which make up a significant proportion of GDP. Projections are based on the past performance of such information. Future considerations Some factors can be more easily predicted than others. For example, projections of the annual inflation rate of the United States are easy to come by. However, the intensity and impact of something like Brexit is difficult to predict. Moreover, the occurrence and impact of events such as the COVID-19 pandemic and Russia's war in Ukraine is difficult to foresee. Hence, actual GDP growth may be higher or lower than the original estimates.

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US Residential Construction Market Size 2025-2029

The US residential construction market size is forecast to increase by USD 242.9 million at a CAGR of 4.5% between 2024 and 2029.

The Residential Construction Market in the US is experiencing significant growth driven by increasing household formation rates and a rising focus on sustainability in new projects. According to the latest data, household formation is projected to continue growing at a steady pace, fueling the demand for new residential units. This trend is particularly evident in urban areas, where population growth and limited space for new development are driving up demand. Meanwhile, the emphasis on sustainability in residential construction is transforming the market landscape. With consumers increasingly prioritizing energy efficiency and eco-friendly features in their homes, builders and developers are responding by incorporating green technologies and sustainable materials into their projects.
This shift not only appeals to environmentally-conscious consumers but also offers long-term cost savings and regulatory compliance benefits. However, the market is not without challenges. Skilled labor shortages continue to pose a significant hurdle for large-scale residential real estate projects. The ongoing shortage of skilled laborers, including carpenters, electricians, and plumbers, is driving up labor costs and delaying project timelines. To mitigate this challenge, some builders are exploring alternative solutions, such as modular construction and automation, to streamline their operations and reduce their reliance on traditional labor sources. The Residential Construction Market in the US presents significant opportunities for companies seeking to capitalize on the growing demand for new housing units and the shift towards sustainability.
However, navigating the challenges of labor shortages and rising costs will require innovative solutions and strategic planning. By staying informed of market trends and adapting to evolving consumer preferences, companies can effectively position themselves for success in this dynamic market.

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The residential construction market in the United States continues to exhibit dynamic activity, driven by various economic factors. Housing supply remains a key focus, with ongoing discussions surrounding the affordable housing trend and efforts to increase inventory, particularly for single-family homes and new constructions. Mortgage and federal funds rates have an impact on residential investment, with fluctuations influencing buyer decisions and construction costs. The labor market plays a crucial role, as workforce availability and wages affect both housing starts and cancellation rates. Inflation and interest rates, monitored closely by the Federal Reserve, also shape the market's direction. Recession risks and economic conditions influence construction spending across various sectors, including multifamily and single-family homes.
Federal programs, such as housing choice vouchers and fair housing initiatives, continue to support home buyers and promote equitable housing opportunities. Building permits and housing starts serve as essential indicators of market health and future growth, with some sectors experiencing double-digit growth. Overall, the residential construction market in the US remains a significant economic driver, shaped by a complex interplay of economic, demographic, and policy factors.

How is this market segmented?

The market research report provides comprehensive data (region-wise segment analysis), with forecasts and estimates in 'USD million' for the period 2025-2029, as well as historical data from 2019-2023 for the following segments.

Product

  Apartments and condominiums
  Luxury Homes
  Other types


Type

  New construction
  Renovation


Application

  Single family
  Multi-family


Construction Material

  Wood-framed
  Concrete
  Steel
  Modular/Prefabricated


Geography

  US

By Product Insights

The apartments and condominiums segment is estimated to witness significant growth during the forecast period.

The residential construction market in the US is experiencing growth in both the apartment and condominium sectors, driven by the increasing trend toward urbanization and changing lifestyle preferences. Apartments, typically owned by property management companies, and condominiums, with individually owned units within a larger complex, contribute significantly to the market. The Federal Reserve's influence on the economy through the federal funds rate and mortgage rates impacts borrowing rates and home construction activity. The affordability of housing, particularly for younger generations, is a concern due to factors such as inflation, labor market conditions, and savings

The statistic shows the gross domestic product (GDP) of the United States from 1987 to 2024, with projections up until 2030. The gross domestic product of the United States in 2024 amounted to around 29.18 trillion U.S. dollars. The United States and the economy The United States’ economy is by far the largest in the world; a status which can be determined by several key factors, one being gross domestic product: A look at the GDP of the main industrialized and emerging countries shows a significant difference between US GDP and the GDP of China, the runner-up in the ranking, as well as the followers Japan, Germany and France. Interestingly, it is assumed that China will have surpassed the States in terms of GDP by 2030, but for now, the United States is among the leading countries in almost all other relevant rankings and statistics, trade and employment for example. See the U.S. GDP growth rate here. Just like in other countries, the American economy suffered a severe setback when the economic crisis occurred in 2008. The American economy entered a recession caused by the collapsing real estate market and increasing unemployment. Despite this, the standard of living is considered quite high; life expectancy in the United States has been continually increasing slightly over the past decade, the unemployment rate in the United States has been steadily recovering and decreasing since the crisis, and the Big Mac Index, which represents the global prices for a Big Mac, a popular indicator for the purchasing power of an economy, shows that the United States’ purchasing power in particular is only slightly lower than that of the euro area.

While conditional forecasting has become prevalent both in the academic literature and in practice (e.g., bank stress testing, scenario forecasting), its applications typically focus on continuous variables. In this article, we merge elements from the literature on the construction and implementation of conditional forecasts with the literature on forecasting binary variables. We use the Qual-VAR, whose joint VAR-probit structure allows us to form conditional forecasts of the latent variable which can then be used to form probabilistic forecasts of the binary variable. We apply the model to forecasting recessions in real-time and investigate the role of monetary and oil shocks on the likelihood of two U.S. recessions.

In June 2025, the yield on a 10-year U.S. Treasury note was **** percent, forecasted to decrease to reach **** percent by February 2026. Treasury securities are debt instruments used by the government to finance the national debt. Who owns treasury notes? Because the U.S. treasury notes are generally assumed to be a risk-free investment, they are often used by large financial institutions as collateral. Because of this, billions of dollars in treasury securities are traded daily. Other countries also hold U.S. treasury securities, as do U.S. households. Investors and institutions accept the relatively low interest rate because the U.S. Treasury guarantees the investment. Looking into the future Because these notes are so commonly traded, their interest rate also serves as a signal about the market’s expectations of future growth. When markets expect the economy to grow, forecasts for treasury notes will reflect that in a higher interest rate. In fact, one harbinger of recession is an inverted yield curve, when the return on 3-month treasury bills is higher than the ten-year rate. While this does not always lead to a recession, it certainly signals pessimism from financial markets.

In 2024, the gross domestic product (GDP) of the United Kingdom grew by *** percent and is expected to grow by just *** percent in 2025 and by *** percent in 2026. Growth is expected to slow down to *** percent in 2027, and then grow by ***, and *** percent in 2027 and 2028 respectively. The sudden emergence of COVID-19 in 2020 and subsequent closure of large parts of the economy were the cause of the huge *** percent contraction in 2020, with the economy recovering somewhat in 2021, when the economy grew by *** percent. UK growth downgraded in 2025 Although the economy is still expected to grow in 2025, the *** percent growth anticipated in this forecast has been halved from *** percent in October 2024. Increased geopolitical uncertainty as well as the impact of American tariffs on the global economy are some of the main reasons for this mark down. The UK's inflation rate for 2025 has also been revised, with an annual rate of *** percent predicated, up from *** percent in the last forecast. Unemployment is also anticipated to be higher than initially thought, with the annual unemployment rate likely to be *** percent instead of *** percent. Long-term growth problems In the last two quarters of 2023, the UK economy shrank by *** percent in Q3 and by *** percent in Q4, plunging the UK into recession for the first time since the COVID-19 pandemic. Even before that last recession, however, the UK economy has been struggling with weak growth. Although growth since the pandemic has been noticeably sluggish, there has been a clear long-term trend of declining growth rates. The economy has consistently been seen as one of the most important issues to people in Britain, ahead of health, immigration and the environment. Achieving strong levels of economic growth is one of the main aims of the Labour government elected in 2024, although after almost one year in power it has so far proven elusive.

In December 2024, the yield on a 10-year U.S. Treasury note was 4.39 percent, forecasted to decrease to reach 3.27 percent by August 2025. Treasury securities are debt instruments used by the government to finance the national debt. Who owns treasury notes? Because the U.S. treasury notes are generally assumed to be a risk-free investment, they are often used by large financial institutions as collateral. Because of this, billions of dollars in treasury securities are traded daily. Other countries also hold U.S. treasury securities, as do U.S. households. Investors and institutions accept the relatively low interest rate because the U.S. Treasury guarantees the investment. Looking into the future Because these notes are so commonly traded, their interest rate also serves as a signal about the market’s expectations of future growth. When markets expect the economy to grow, forecasts for treasury notes will reflect that in a higher interest rate. In fact, one harbinger of recession is an inverted yield curve, when the return on 3-month treasury bills is higher than the ten-year rate. While this does not always lead to a recession, it certainly signals pessimism from financial markets.

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Community Banking Market Size 2025-2029

The community banking market size is forecast to increase by USD 253 billion at a CAGR of 5.8% between 2024 and 2029.

The market is experiencing significant shifts driven by the increasing adoption of microlending in developing nations and the rising preference for digital platforms. The microlending, a segment of community banking, is gaining traction in developing economies due to its ability to provide small loans to individuals and small businesses who lack access to traditional banking services. This trend is expected to continue, fueled by the growing financial inclusion efforts and increasing economic activity in these regions. Simultaneously, the community banking sector is witnessing a surge in the adoption of digital platforms.
The digital community banking services, such as mobile banking and online lending, are becoming increasingly popular due to their convenience and accessibility. This trend is particularly noticeable among younger demographics, who are more likely to use digital channels for banking. However, the market also faces challenges. One of the most significant obstacles is the lack of awareness about community banking services. Many potential customers, particularly in rural and underserved areas, are unaware of the benefits and availability of community banking services. Addressing this challenge will require targeted marketing efforts and community outreach programs.

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The market continues to evolve, with advanced technology playing a pivotal role in shaping the landscape. Financial institutions, both large and small, are integrating microfinance, mobile banking, and remote deposit capture to cater to diverse customer needs. In the micropolitan areas, community banks have gained prominence, offering personalized services to rural and agricultural sectors. The economic recession led to a surge in digital adoption, with mobile banking becoming increasingly popular. However, the competition remains fierce, with big banks also investing heavily in technology to retain their customer base. The ongoing market dynamics underscore the need for continuous innovation and adaptation to stay competitive.
Community banks, with their focus on local markets and relationships, are well-positioned to leverage these trends and offer competitive rates and fees to attract and retain customers. The integration of advanced technology enables seamless transactions and enhanced customer experience, further bolstering their position in the market. The future of community banking lies in its ability to balance tradition and innovation, offering personalized services while embracing digital transformation.

How is this Community Banking Industry segmented?

The community banking industry research report provides comprehensive data (region-wise segment analysis), with forecasts and estimates in 'USD billion' for the period 2025-2029, as well as historical data from 2019-2023 for the following segments.

Area

  Metropolitan
  Rural and micropolitan


Sector

  Small business
  CRE
  Agriculture


Service Type

  Retail banking
  Commercial banking
  Wealth management and financial advisory
  Others


Delivery Model

  Branch Banking
  Online Banking
  Mobile Banking


Institution Type

  Credit Unions
  Local Banks


Geography

  North America

    US
    Canada
    Mexico


  Europe

    France
    Germany
    UK


  Middle East and Africa

    UAE


  APAC

    Australia
    China
    India
    Japan
    South Korea


  South America

    Brazil


  Rest of World (ROW)

By Area Insights

The metropolitan segment is estimated to witness significant growth during the forecast period.

In the dynamic world of financial services, community banks in the US continue to gain traction among consumers, particularly in rural and micropolitan areas where Big Banks may have a limited presence. While Big Banks dominate the market with their vast resources and broad reach, Community FIs cater to the unique needs of their local clientele. With the rise of advanced technology, Community banks have embraced digital banking solutions, including Internet banking, mobile banking, and remote deposit capture. Small businesses and agricultural sectors, integral to rural economies, benefit significantly from Community banks' personalized services and expertise. Despite the economic recession, these institutions have managed to maintain deposits through their strong relationships with customers.

Microlending, a niche offering, further distinguishes Community banks from their larger counterparts. Rates and fees remain crucial factors for customers, especially in a competitive market. Community banks often offer more competitive rates and lower fees compared to Big Banks, maki

Business Confidence in the United States increased to 49 points in June from 48.50 points in May of 2025. This dataset provides the latest reported value for - United States ISM Purchasing Managers Index (PMI) - plus previous releases, historical high and low, short-term forecast and long-term prediction, economic calendar, survey consensus and news.

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