In a survey conducted among private business enterprises in Japan, approximately ** percent of companies belonging to the *********************************************************** industry reported a shortage of regular full-time employees as of May 2025. Around ** percent of businesses in ************ reported shortages.
As of 2025, approximately *** percent of businesses in the United Kingdom were experiencing worker shortages. Around **** percent of arts, entertainment and recreation businesses had a staff shortage at this time, the most of any industry sector.
As of October 2024, approximately *** percent of businesses in the United Kingdom reported that they were experiencing a worker shortage, compared with **** percent in September 2022.
CC0 1.0 Universal Public Domain Dedicationhttps://creativecommons.org/publicdomain/zero/1.0/
License information was derived automatically
This dataset from the Bureau of Labor Statistics provides monthly estimates regarding total employment and unemployment, which together comprise the labor force. Our data extract lists all data published for North Carolina’s counties from January 2019 to the present. This dataset is a comprehensive nationwide representation using estimates derived from the national Current Population Survey (CPS) and American Community Survey 5-year estimates. No disaggregations by demographic or worker characteristics are included in the labor force estimate. Time series reports for each variable (employment, unemployment, and labor force) are available for each geography (county) using the BLS multi-screen data tool. Preliminary estimates are released within 30 days of each month and finalized within another 30 days, resulting in a 2-month data lag. The data is available from BLS for a variety of geographic areas, including states, MSAs, counties, cities and towns, and other census regions.
Migrants in the European Union constitute a much higher share of occupations in which national authorities have identified a labor shortage than in occupations without labor shortages, as of 2021. Migrants comprised almost 14 percent of the workforce in all labor shortage occupations in the EU that year, while they made up just 8.2 percent of the workforce in non-shortage occupations. Many European governments see increasing targeted labor migration for work in sectors experiencing shortages as a key way of relieving the widespread labor and skills shortages being experience across the continent.
Attribution 4.0 (CC BY 4.0)https://creativecommons.org/licenses/by/4.0/
License information was derived automatically
Slovenia Business Survey: EM: Limits to Production: Labour Shortage data was reported at 19.342 % in Apr 2025. This records an increase from the previous number of 19.006 % for Jan 2025. Slovenia Business Survey: EM: Limits to Production: Labour Shortage data is updated quarterly, averaging 3.023 % from Jan 1996 (Median) to Apr 2025, with 118 observations. The data reached an all-time high of 28.384 % in Oct 2022 and a record low of 0.321 % in Apr 2013. Slovenia Business Survey: EM: Limits to Production: Labour Shortage data remains active status in CEIC and is reported by Statistical Office of the Republic of Slovenia. The data is categorized under Global Database’s Slovenia – Table SI.S003: Business Survey: Manufacturing: Quarterly.
Attribution 4.0 (CC BY 4.0)https://creativecommons.org/licenses/by/4.0/
License information was derived automatically
Canada BOS: Intensity of Labour Shortages: More Intense data was reported at 6.000 % in Mar 2025. This records a decrease from the previous number of 10.000 % for Dec 2024. Canada BOS: Intensity of Labour Shortages: More Intense data is updated quarterly, averaging 25.000 % from Sep 2001 (Median) to Mar 2025, with 95 observations. The data reached an all-time high of 77.000 % in Dec 2021 and a record low of 2.000 % in Jun 2009. Canada BOS: Intensity of Labour Shortages: More Intense data remains active status in CEIC and is reported by Bank of Canada. The data is categorized under Global Database’s Canada – Table CA.S003: Business Outlook Survey. Business Outlook Survey Questionnaire: Intensity of Labour Shortages - Compared with 12 months ago, are labour shortages generally… [COVID-19-IMPACT]
In 2023, the shortage of rate of data scientist in South Korea was projected as around **** percent. This was followed by data developer and data analyst, with ** and ** percent respectively.
Companies are raising wages to boost employment levels, but increased production costs will likely result in higher costs for consumers.
Attribution 4.0 (CC BY 4.0)https://creativecommons.org/licenses/by/4.0/
License information was derived automatically
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.
Attribution 4.0 (CC BY 4.0)https://creativecommons.org/licenses/by/4.0/
License information was derived automatically
Canada BOS: Labour Shortages data was reported at 20.000 % in Mar 2025. This records an increase from the previous number of 17.000 % for Dec 2024. Canada BOS: Labour Shortages data is updated quarterly, averaging 31.000 % from Sep 1998 (Median) to Mar 2025, with 107 observations. The data reached an all-time high of 68.000 % in Jun 1999 and a record low of 7.000 % in Dec 2009. Canada BOS: Labour Shortages data remains active status in CEIC and is reported by Bank of Canada. The data is categorized under Global Database’s Canada – Table CA.S003: Business Outlook Survey. Business Outlook Survey Questionnaire: Labour Shortages - Does your firm face any shortages of labour that restrict your ability to meet demand? [COVID-19-IMPACT]
According to a survey conducted in January 2023 among business enterprises in Japan, 51.7 percent of companies reported a lack of regular full-time employees. The demand for labor increased for the second year in a row after dropping due to the COVID-19 pandemic.
Open Government Licence 3.0http://www.nationalarchives.gov.uk/doc/open-government-licence/version/3/
License information was derived automatically
A summary of metrics to understand changes within occupations between 2016 and 2021, with a look at movements in and out of the workforce in addition to workforce demographics.
Attribution 4.0 (CC BY 4.0)https://creativecommons.org/licenses/by/4.0/
License information was derived automatically
Slovenia Business Survey: EM: Limits to Production: Skilled Labour Shortage data was reported at 27.725 % in Apr 2025. This records a decrease from the previous number of 28.470 % for Jan 2025. Slovenia Business Survey: EM: Limits to Production: Skilled Labour Shortage data is updated quarterly, averaging 16.615 % from Jan 1996 (Median) to Apr 2025, with 118 observations. The data reached an all-time high of 37.299 % in Apr 2023 and a record low of 5.828 % in Apr 2009. Slovenia Business Survey: EM: Limits to Production: Skilled Labour Shortage data remains active status in CEIC and is reported by Statistical Office of the Republic of Slovenia. The data is categorized under Global Database’s Slovenia – Table SI.S003: Business Survey: Manufacturing: Quarterly.
https://fred.stlouisfed.org/legal/#copyright-public-domainhttps://fred.stlouisfed.org/legal/#copyright-public-domain
Graph and download economic data for Job Openings: Total Nonfarm (JTSJOL) from Dec 2000 to May 2025 about job openings, vacancy, nonfarm, and USA.
Attribution 4.0 (CC BY 4.0)https://creativecommons.org/licenses/by/4.0/
License information was derived automatically
While part-time employees constitute the primary workforce in the chain restaurant industry, their retention has become crucial in developed countries, especially Japan, due to labor shortages resulting from the declining birthrate and aging population. Analyzing employee reviews is an effective method for understanding factors that decrease employee satisfaction. However, while many analyses are focusing on full-time employees, there is insufficient analysis focusing on part-time employees, whose employment status and motivations differ from those of full-time employees. This study employs a Structural Topic Model to correlate latent topics from 4511 online text reviews with a 5-point scale of part-time employee satisfaction scores in Japanese chain restaurants. The study identifies 20 topics, including management systems and key employee interests. Especially digital communication and interview processes frequently appeared when satisfaction was low, which are unique to part-time employees in chain restaurants and had been overlooked in previous analyses. Further analysis links 20 topics to four 5-point scale HRM metrics (compensation satisfaction, workplace environment, motivation, and interpersonal relationships), enabling deeper analysis of the relationships between topics and HRM metrics. These insights contribute to the development of strategies to enhance part-time employee satisfaction in chain restaurants.
Attribution 4.0 (CC BY 4.0)https://creativecommons.org/licenses/by/4.0/
License information was derived automatically
Slovenia Business Survey: ET: Limits to Production: Skilled Labour Shortage data was reported at 27.971 % in Apr 2025. This records an increase from the previous number of 26.425 % for Jan 2025. Slovenia Business Survey: ET: Limits to Production: Skilled Labour Shortage data is updated quarterly, averaging 18.778 % from Jan 1996 (Median) to Apr 2025, with 118 observations. The data reached an all-time high of 39.864 % in Oct 2018 and a record low of 5.262 % in Apr 2009. Slovenia Business Survey: ET: Limits to Production: Skilled Labour Shortage data remains active status in CEIC and is reported by Statistical Office of the Republic of Slovenia. The data is categorized under Global Database’s Slovenia – Table SI.S003: Business Survey: Manufacturing: Quarterly.
Attribution 4.0 (CC BY 4.0)https://creativecommons.org/licenses/by/4.0/
License information was derived automatically
Slovenia Business Survey: Services: EM: LS: Labour Shortage data was reported at 36.610 % in Apr 2025. This records an increase from the previous number of 31.971 % for Mar 2025. Slovenia Business Survey: Services: EM: LS: Labour Shortage data is updated monthly, averaging 9.903 % from Jan 2003 (Median) to Apr 2025, with 268 observations. The data reached an all-time high of 41.300 % in Jun 2022 and a record low of 1.749 % in Mar 2010. Slovenia Business Survey: Services: EM: LS: Labour Shortage data remains active status in CEIC and is reported by Statistical Office of the Republic of Slovenia. The data is categorized under Global Database’s Slovenia – Table SI.S005: Business Survey: Services.
Attribution 2.5 (CC BY 2.5)https://creativecommons.org/licenses/by/2.5/
License information was derived automatically
The Department of Jobs and Small Business carries out research to identify skill shortages in the Australian labour market. The research results provide information about skill shortages at the state, territory and/or national level.
In 2025, nearly ** percent of Poland's employers indicated they had trouble finding employees. Still, this figure is the lowest since 2019.
In a survey conducted among private business enterprises in Japan, approximately ** percent of companies belonging to the *********************************************************** industry reported a shortage of regular full-time employees as of May 2025. Around ** percent of businesses in ************ reported shortages.