100+ datasets found
  1. Data from: Labor Market Tightness across the United States since the Great...

    • clevelandfed.org
    Updated Jan 16, 2018
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    Federal Reserve Bank of Cleveland (2018). Labor Market Tightness across the United States since the Great Recession [Dataset]. https://www.clevelandfed.org/publications/economic-commentary/2018/ec-201801-labor-market-tightness-across-the-united-states-since-the-great-recession
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    Dataset updated
    Jan 16, 2018
    Dataset authored and provided by
    Federal Reserve Bank of Clevelandhttps://www.clevelandfed.org/
    Area covered
    United States
    Description

    Though labor market statistics are often reported and discussed at the national level, conditions can vary quite a bit across individual states. We explore differences in these conditions before and after the Great Recession using a ratio of the number of unemployed workers to job vacancies. We show that the intensity of the adverse effects of the recession and the strength of the recovery varied geographically at all points in the process. We also demonstrate that wage growth is delayed until the ratio of unemployed workers to job vacancies returns to prerecession levels.

  2. k

    Data from: Labor Markets Are Tight, but Conditions Vary across States

    • kansascityfed.org
    pdf
    Updated Dec 22, 2021
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    (2021). Labor Markets Are Tight, but Conditions Vary across States [Dataset]. https://www.kansascityfed.org/research/economic-bulletin/labor-markets-are-tight-but-conditions-vary-across-states/
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    pdfAvailable download formats
    Dataset updated
    Dec 22, 2021
    Description

    A record 4.4 million employees quit their jobs in September 2021, and many businesses are struggling to fill open positions. Although at a national level the labor market appears historically tight, we show that labor market tightness differs widely across states. Most states have tighter labor markets than before the pandemic, but others have struggled to recover.

  3. State of Employment: Are Fourth District Labor Markets Tight?

    • clevelandfed.org
    Updated Apr 17, 2016
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    The citation is currently not available for this dataset.
    Explore at:
    Dataset updated
    Apr 17, 2016
    Dataset authored and provided by
    Federal Reserve Bank of Clevelandhttps://www.clevelandfed.org/
    Description

    The unemployment rate is the primary indicator of the tightness of the labor market and in the Fourth District, the labor market tightness varies.

  4. k

    Tight Labor Markets Have Been a Key Contributor to High Food Inflation

    • kansascityfed.org
    pdf
    Updated Jun 13, 2025
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    (2025). Tight Labor Markets Have Been a Key Contributor to High Food Inflation [Dataset]. https://www.kansascityfed.org/research/economic-bulletin/tight-labor-markets-have-been-a-key-contributor-to-high-food-inflation/
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    pdfAvailable download formats
    Dataset updated
    Jun 13, 2025
    Description

    Food inflation remains higher than measures of overall inflation, and labor markets have been tight. We find that processed food products have driven recent increases in grocery prices, and we argue that labor market tightness affects the prices of these labor-intensive products in particular through increases in production and distribution costs. Food inflation at grocery stores could remain elevated if price pressures on the supply side persist and demand for food at home remains strong.

  5. F

    Unemployment Rate in Salt Lake City, UT (MSA)

    • fred.stlouisfed.org
    json
    Updated Oct 1, 2025
    + more versions
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    (2025). Unemployment Rate in Salt Lake City, UT (MSA) [Dataset]. https://fred.stlouisfed.org/series/SALT649UR
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    jsonAvailable download formats
    Dataset updated
    Oct 1, 2025
    License

    https://fred.stlouisfed.org/legal/#copyright-public-domainhttps://fred.stlouisfed.org/legal/#copyright-public-domain

    Area covered
    Salt Lake City, Utah, Salt Lake City UT
    Description

    Graph and download economic data for Unemployment Rate in Salt Lake City, UT (MSA) (SALT649UR) from Jan 1990 to Aug 2025 about Salt Lake City, UT, unemployment, rate, and USA.

  6. R

    G²LM|LIC - How Labor Market Tightness and Job Search Activity Changed in the...

    • datasets.iza.org
    zip
    Updated Nov 12, 2023
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    Justin Blösch; Kunal Mangal; Niharika Singh; Justin Blösch; Kunal Mangal; Niharika Singh (2023). G²LM|LIC - How Labor Market Tightness and Job Search Activity Changed in the First Year of COVID-19 in India: Evidence from a Job Portal | Leveraging “Big Data” to Improve Labor Market Outcomes [Dataset]. http://doi.org/10.15185/glmlic.707.1
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    zip(331998), zip(49757)Available download formats
    Dataset updated
    Nov 12, 2023
    Dataset provided by
    Research Data Center of IZA (IDSC)
    Authors
    Justin Blösch; Kunal Mangal; Niharika Singh; Justin Blösch; Kunal Mangal; Niharika Singh
    License

    https://www.iza.org/wc/dataverse/IIL-1.0.pdfhttps://www.iza.org/wc/dataverse/IIL-1.0.pdf

    Time period covered
    2019 - 2020
    Area covered
    India
    Description

    In this project, rich administrative data on search and recruitment from a low-wage online job portal are used to study the labor market impacts of COVID-19 in India. The data from the job portal includes information on vacancies and job seekers across 2019 and 2020. It covers all users that either posted a vacancy or applied to a job on the portal across the two years. The following datasets are available: Aggregate data State level data Each dataset reports the following details: Vacancies: Number of vacancies; number of full-time vacancies; average minimum salary for full-time vacancies; number of full-time vacancies above minimum salary offer of Rs. 15,000; average minimum experience for full-time vacancies Job seekers: Number of job seekers; Number of job seekers by gender, age and education

  7. k

    Data from: A Tight Labor Market Could Keep Rent Inflation Elevated

    • kansascityfed.org
    pdf
    Updated May 16, 2023
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    (2023). A Tight Labor Market Could Keep Rent Inflation Elevated [Dataset]. https://www.kansascityfed.org/research/economic-bulletin/a-tight-labor-market-could-keep-rent-inflation-elevated/
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    pdfAvailable download formats
    Dataset updated
    May 16, 2023
    Description

    Rent inflation responds more to labor market conditions compared with other components of inflation. We attribute this link between labor market tightness and rent inflation to greater demand for rental units afforded by job gains and wage growth. Although online measures of asking rents currently suggest official measures of rent inflation will decline, we caution that rent inflation is likely to remain above pre-pandemic levels so long as the labor market remains tight.

  8. k

    Data from: Labor Market May Remain Tight until Labor Demand Cools Further

    • kansascityfed.org
    pdf
    Updated Oct 21, 2022
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    (2022). Labor Market May Remain Tight until Labor Demand Cools Further [Dataset]. https://www.kansascityfed.org/research/economic-bulletin/labor-market-may-remain-tight-until-labor-demand-cools-further/
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    pdfAvailable download formats
    Dataset updated
    Oct 21, 2022
    Description

    U.S. labor demand—measured by job openings or vacancies—has started to cool but is still elevated compared with pre-pandemic levels. At the same time, labor supply—measured by the labor force participation rate—remains below pre-pandemic levels. This weakness in the labor force participation rate may persist, as it reflects lower participation among older individuals. Accordingly, the imbalance between demand and supply in the labor market may continue until labor demand cools further.

  9. Data from: How tight is the UK labour market?

    • gov.uk
    • s3.amazonaws.com
    Updated Sep 5, 2022
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    Office for National Statistics (2022). How tight is the UK labour market? [Dataset]. https://www.gov.uk/government/statistics/how-tight-is-the-uk-labour-market
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    Dataset updated
    Sep 5, 2022
    Dataset provided by
    GOV.UKhttp://gov.uk/
    Authors
    Office for National Statistics
    Area covered
    United Kingdom
    Description

    Official statistics are produced impartially and free from political influence.

  10. Aided by Tight Labor Market, Job Losers in Pandemic Bounced Back Better Than...

    • clevelandfed.org
    Updated Feb 3, 2023
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    Federal Reserve Bank of Cleveland (2023). Aided by Tight Labor Market, Job Losers in Pandemic Bounced Back Better Than Those in Previous Recessions: Cleveland Fed Researchers [Dataset]. https://www.clevelandfed.org/collections/press-releases/2023/pr-20230203-pandemic-jobs-recovery
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    Dataset updated
    Feb 3, 2023
    Dataset authored and provided by
    Federal Reserve Bank of Clevelandhttps://www.clevelandfed.org/
    Description

    Workers displaced during the 2020 pandemic recession experienced almost no earnings loss, on average, compared to workers who lost jobs in the recessions of 1990-1991, 2001, and 2008-2009, and were more likely to regain employment, according to a new Economic Commentary from the Federal Reserve Bank of Cleveland.

  11. T

    LABOR MARKET CONDITIONS INDEX by Country Dataset

    • tradingeconomics.com
    csv, excel, json, xml
    Updated May 29, 2017
    + more versions
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    TRADING ECONOMICS (2017). LABOR MARKET CONDITIONS INDEX by Country Dataset [Dataset]. https://tradingeconomics.com/country-list/labor-market-conditions-index
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    json, excel, xml, csvAvailable download formats
    Dataset updated
    May 29, 2017
    Dataset authored and provided by
    TRADING ECONOMICS
    License

    Attribution 4.0 (CC BY 4.0)https://creativecommons.org/licenses/by/4.0/
    License information was derived automatically

    Time period covered
    2025
    Area covered
    World
    Description

    This dataset provides values for LABOR MARKET CONDITIONS INDEX reported in several countries. The data includes current values, previous releases, historical highs and record lows, release frequency, reported unit and currency.

  12. k

    Data from: KC Fed LMCI Implies the Labor Market Is Closer to a Full Recovery...

    • kansascityfed.org
    pdf
    Updated Apr 30, 2024
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    (2024). KC Fed LMCI Implies the Labor Market Is Closer to a Full Recovery than the Unemployment Rate Alone Suggests [Dataset]. https://www.kansascityfed.org/research/economic-bulletin/kc-fed-lmci-implies-the-labor-market-is-closer-to-a-full-recovery-than-the-unemployment-rate-alone-suggests/
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    pdfAvailable download formats
    Dataset updated
    Apr 30, 2024
    Area covered
    Kansas City
    Description

    By consolidating information from a broad range of labor market variables, the Kansas City Fed Labor Market Conditions Indicators (LMCI) provide a consistent gauge of labor market tightness. Adjusting the unemployment rate to incorporate information from the LMCI suggests the labor market is closer to a full recovery than the unemployment rate alone implies.

  13. Data from: Understanding Post-Pandemic Surprises in Inflation and the Labor...

    • clevelandfed.org
    Updated Jun 18, 2024
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    Federal Reserve Bank of Cleveland (2024). Understanding Post-Pandemic Surprises in Inflation and the Labor Market [Dataset]. https://www.clevelandfed.org/publications/economic-commentary/2024/ec-202411-understanding-postpandemic-surprises
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    Dataset updated
    Jun 18, 2024
    Dataset authored and provided by
    Federal Reserve Bank of Clevelandhttps://www.clevelandfed.org/
    Description

    Since the COVID-19 pandemic, the United States has experienced sharply rising then falling inflation alongside persistent labor market imbalances. This Economic Commentary interprets these macroeconomic dynamics, as represented by the Beveridge and Phillips curves, through the lens of a macroeconomic model. It uses the structure of the model to rationalize the debate about whether the US economy can expect a hard or soft landing. The model is surprised by the resiliency of the labor market as the US economy experienced disinflation. We suggest that the model’s limited ability to capture this resiliency is a feature of using a linear model to forecast the historically unprecedented movements seen after the pandemic among inflation, unemployment, and vacancy rates. We explain how, by adjusting the model to mimic congestion in a tight labor market and greater wage and price flexibility in a high-inflation environment, as during the post-pandemic period, the model can then capture what has been a path consistent with a soft landing.

  14. F

    Job Openings: Total Nonfarm

    • fred.stlouisfed.org
    json
    Updated Sep 30, 2025
    + more versions
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    (2025). Job Openings: Total Nonfarm [Dataset]. https://fred.stlouisfed.org/series/JTSJOL
    Explore at:
    jsonAvailable download formats
    Dataset updated
    Sep 30, 2025
    License

    https://fred.stlouisfed.org/legal/#copyright-public-domainhttps://fred.stlouisfed.org/legal/#copyright-public-domain

    Description

    Graph and download economic data for Job Openings: Total Nonfarm (JTSJOL) from Dec 2000 to Aug 2025 about job openings, vacancy, nonfarm, and USA.

  15. k

    Data from: Labor Market Cooling Has Been Uneven Across Industries

    • kansascityfed.org
    pdf
    Updated Apr 3, 2025
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    (2025). Labor Market Cooling Has Been Uneven Across Industries [Dataset]. https://www.kansascityfed.org/research/economic-bulletin/labor-market-cooling-has-been-uneven-across-industries/
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    pdfAvailable download formats
    Dataset updated
    Apr 3, 2025
    Description

    The U.S. labor market has cooled over the last two years but remains healthy overall. However, an industry-specific version of the KC Fed’s Labor Market Conditions Indicators (LMCI) suggests pockets of tightness and weakness have appeared in a few industries. Tightness appears to be limited to less labor-intensive industries, limiting upside risk to inflation. Weakness, on the other hand, has appeared in the interest-rate-sensitive information industry, which may be vulnerable to further labor market cooling.

  16. D

    Job Openings and Labor Turnover Survey (JOLTS) BLS

    • datalumos.org
    Updated Apr 24, 2025
    + more versions
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    Leah Whitesel (2025). Job Openings and Labor Turnover Survey (JOLTS) BLS [Dataset]. http://doi.org/10.3886/E227696V2
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    Dataset updated
    Apr 24, 2025
    Dataset provided by
    Data Rescue 4/24/25
    Authors
    Leah Whitesel
    License

    Attribution 4.0 (CC BY 4.0)https://creativecommons.org/licenses/by/4.0/
    License information was derived automatically

    Time period covered
    Jan 2000 - Feb 2025
    Description

    Bureau of Labor Statistics - Job Openings and Labor Turnover Survey (JOLTS) 2000-2025From the BLS:Job Openings and Labor Turnover Survey Overview PageThe Job Openings and Labor Turnover Survey (JOLTS) is a monthly survey that has been developed to address the need for data on job openings, hires, and separations.PurposeThese data serve as demand-side indicators of labor shortages at the national level. Prior to JOLTS, there was no economic indicator of the unmet demand for labor with which to assess the presence or extent of labor shortages in the United States. The availability of unfilled jobs—the job openings rate—is an important measure of the tightness of job markets, parallel to existing measures of unemployment.ScopeData from a sample of approximately 21,000 U.S. business establishments are collected by the Bureau of Labor Statistics through JOLTS Data Collection Centers in Atlanta and Kansas City. The JOLTS survey covers all nonagricultural industries in the public and private sectors for the 50 States and the District of Columbia.Data ElementsJOLTS collects data on Total Employment, Job Openings, Hires, Quits, Layoffs & Discharges, and Other Separations. For more information on the JOLTS data elements, see the JOLTS data definitions page.Reference PeriodsTotal Employment - the pay period that includes the 12th of the month.Job Openings - the last business day of the month.Hires and Separations - the entire calendar month.

  17. Does Tighter Monetary Policy Tighten the Labor Market?

    • clevelandfed.org
    Updated Oct 18, 2023
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    Federal Reserve Bank of Cleveland (2023). Does Tighter Monetary Policy Tighten the Labor Market? [Dataset]. https://www.clevelandfed.org/publications/research-in-brief/2023/rib-20231018-tighter-policy-tighter-labor-market
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    Dataset updated
    Oct 18, 2023
    Dataset authored and provided by
    Federal Reserve Bank of Clevelandhttps://www.clevelandfed.org/
    Description

    US job vacancies increased during the pandemic, but they’ve since declined. Economists are exploring whether this is a response to rising interest rates or to other labor market factors.

  18. Number of unemployed people in the EU and Euro Area 2000-2025

    • statista.com
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    Statista, Number of unemployed people in the EU and Euro Area 2000-2025 [Dataset]. https://www.statista.com/statistics/266475/monthly-number-of-unemployed-persons-in-the-eu-and-euro-area/
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    Dataset authored and provided by
    Statistahttp://statista.com/
    Time period covered
    Jan 2000 - Jul 2025
    Area covered
    European Union
    Description

    As of July 2025, there were approximately 13.03 million unemployed people in the European Union, of which 10.81 million were in countries in the Euro Area. During the provided time period, unemployment in the EU peaked in April 2013, when it reached 24.3 million people, with the most recent month having the fewest number of unemployed people.

  19. k

    Data from: KC Fed LMCI Suggests Recent Inflation Is Not Due to the Tight...

    • kansascityfed.org
    pdf
    Updated Apr 30, 2024
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    (2024). KC Fed LMCI Suggests Recent Inflation Is Not Due to the Tight Labor Market [Dataset]. https://www.kansascityfed.org/research/economic-bulletin/kc-fed-lmci-suggests-that-recent-inflation-is-not-due-to-the-tight-labor-market/
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    pdfAvailable download formats
    Dataset updated
    Apr 30, 2024
    Area covered
    Kansas City
    Description

    A tight labor market tends to raise wages and lower unemployment, but an overly tight labor market can cause inflation. Labor market momentum, as measured by the Kansas City Fed Labor Market Conditions Indicators (LMCI), can signal whether the current level of activity in labor markets is inflationary.

  20. w

    Talent - cluster

    • data.wu.ac.at
    csv, json, xls
    Updated May 14, 2018
    + more versions
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    (2018). Talent - cluster [Dataset]. https://data.wu.ac.at/schema/data_opendatasoft_com/dGFsZW50LWNsdXN0ZXJAYWNjZXNzbmM=
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    json, csv, xlsAvailable download formats
    Dataset updated
    May 14, 2018
    Description

    This table provides information about labor supply and demand conditions in occupational labor markets in North Carolina’s eight regions (“Prosperity Zones”) and the statewide total.

    A “Career Cluster” is a broad group of occupations. Each Career Cluster contains occupations that require similar knowledge and skills. A “Career Pathway” is a specific group of occupations falling under a broader “Career Cluster”. Specific occupations falling within a given Career Cluster, Career Pathway, and education level can be found on the Star Jobs table.

    These data can be used to compare occupational labor markets within a given region. A low supply/demand rate indicates a “tight” labor market—with few jobseekers per job opening—while a high supply/demand rate indicates a “slack” labor market. A tight labor market presents opportunities for jobseekers, but can lead to challenges for employers looking to hire.

    These data can also be used to assess the alignment between the labor market and our state’s talent pipeline. “Labor needed” is the amount of additional labor supply needed to attain the statewide or regional supply/demand rate. “Completers” is the average number of individuals completing higher education programs at the University of North Carolina system or the North Carolina Community College System.

    Data are updated on an annual basis to accommodate methodology improvements and revisions to the underlying data inputs.

    Technical details about methodology can be found here.

    Data sources:

    Labor supply: LEAD analysis of data from the U.S. Bureau of Labor Statistics and the U.S. Census Bureau (American Community Survey, 2014-2016 average)

    Labor demand: LEAD analysis of data from the Conference Board© and the U.S. Bureau of Labor Statistics (2014-2016 average)

    Completers: LEAD analysis of data from the N.C. Common Follow-up System (2010-2015 average)

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Federal Reserve Bank of Cleveland (2018). Labor Market Tightness across the United States since the Great Recession [Dataset]. https://www.clevelandfed.org/publications/economic-commentary/2018/ec-201801-labor-market-tightness-across-the-united-states-since-the-great-recession
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Data from: Labor Market Tightness across the United States since the Great Recession

Related Article
Explore at:
Dataset updated
Jan 16, 2018
Dataset authored and provided by
Federal Reserve Bank of Clevelandhttps://www.clevelandfed.org/
Area covered
United States
Description

Though labor market statistics are often reported and discussed at the national level, conditions can vary quite a bit across individual states. We explore differences in these conditions before and after the Great Recession using a ratio of the number of unemployed workers to job vacancies. We show that the intensity of the adverse effects of the recession and the strength of the recovery varied geographically at all points in the process. We also demonstrate that wage growth is delayed until the ratio of unemployed workers to job vacancies returns to prerecession levels.

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