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Federal impact reports and studies on Northern Virginia, DC Metro Area, and Virginia. Federal Monitoring Reports/Resources NVRC Presentations School Planners Forum - June 4, 2025 Federal Impact on School Enrollment Presentation - NVRC's Senior Regional Demographer, Jill Kaneff, presented at the annual regional school planners forum hosted by Loudoun County Public Schools. The forum brought together school planners from across the D.C. region and beyond. Guidance on key demographic and economic indicators to monitor was provided to assist schools plan for the federal impacts on enrollment during these uncertain times caused by the federal layoffs and cutbacks. Virginia House Emergency Committee on the Impacts of Federal Workforce and Funding Reductions, April 8, 2025 NVRC's Senior Regional Demographer, Jill Kaneff, and the NVRC Chair presented at the committee meeting. The Northern Virginia Federal Workforce presentation is an overview of Northern Virginia federal workforce and data resources available for policy makers and the general public. Economy Virginia Economic Impacts The University of Virginia's Weldon Cooper Center for Public Service produces a quarterly economic forecast for the Commonwealth of Virginia. The center also publishes special studies and presentations that focus on the federal impacts. View the Weldon Cooper Center's research reports. Washington D.C. Metropolitan Area Economic Impacts The Metropolitan Washington Council of Governments (MWCOG) partners with the Brookings Metro program of the Brookings Institute to produce the DMV Monitor, an interactive dashboard designed to track a wide range of economic indicators, including job growth, real estate, venture capital, and tourism, and provide in-depth analysis of the region’s economic, social, and fiscal health. View the DMV Monitor . Housing Market Bright MLS Bright MLS tracks and reports on the housing market conditions of Northern Virginia's and the Greater D.C. metropolitan area. Bright MLS News and Insights offers insightful research and surveys, covering topics such as the effects of DOGE and federal spending cuts. Featured informative resources also include the following. Monthly Market Report The monthly market reports include a Washington D.C. metro area market report and individual Northern Virginia jurisdiction market reports . These reports present market trends and comparative graphs showing current and historical data. Special Presentation in Coordination with NVRC Lisa Sturtevant, PhD, Chief Economist with Bright MLS, presented at the Loudoun County Public Schools Planners and GIS Forum on June 4, 2025: D.C. Metropolitan Area Housing Market Trends and Outlook . This presentation includes insightful comparative market trends not found in the monthly market reports. The forum brought together school planners from across the D.C. region and beyond. This presentation was part of a two set series on the federal impacts, with the first presentation being NVRC's presentation on Federal Impact on School Enrollment . Northern Virginia Association of Realtors The Northern Virginia Association of Realtor tracks and reports on the housing market conditions of the inner jurisdictions of Northern Virginia with data provided by George Mason University's Center for Regional Analysis and Bright MLS. On an annual basis, a report on housing market forecasts is produced in conjunction with the Center for Regional Analysis at George Mason University (GMU-CRA). DMV Monitor The Metropolitan Washington Council of Governments (MWCOG) partners with the Brookings Metro program of the Brookings Institute to produce the DMV Monitor, an interactive dashboard designed to track a wide range of economic indicators, including job growth, real estate, venture capital, and tourism, and provide in-depth analysis of the region’s economic, social, and fiscal health. View the DMV Monitor .

Northern Virginia income, economically disadvantage populations, workforce, and more demographics, data and graphs by region and county. Analyzed by the Northern Virginia Regional Commission (NVRC). Workforce Overall Reports, maps, and charts are best viewed on a desktop or tablet. Economic Tracking Economic Monthly Tracking of Northern Virginia The monthly economic tracking statistics include the labor force, unemployment, employment, and employment by industry. Data The dashboard's monthly data is updated for all data pieces, except employment by industry of the release day of the Bureau of Labor Statistics (BLS), Local Area Unemployment Statistics (LAUS). The employment by industry is updated on the release day of the state and local data from the Bureau of Labor Statistics (BLS), Current Employment Statistics (CES). This dashboard will be updated on the following schedule: April 29, 2026, Employment by Industry: February data for Employment by Industry. April 29, 2026, All Other Data: February data for Unemployment Rate, Unemployed Persons, Labor Force, and Employed Persons. State of the Region: Economic Recovery and Transformation from COVID-19 Pandemic Information on the state of the Northern Virginia region's economic recovery and the transformation from the coronavirus COVID-19 pandemic is found in the State of the Region July 2022 report. As society eases back to normalcy, people have been returning to the labor force, but – despite many people returning to the labor force and new entrants to the Northern Virginia labor force – there are currently not enough workers to meet the labor force demands across various industries in the region. The region’s labor force is significantly down from February 2020, there are a high number of job postings, and there is a low unemployment rate. The economic effect of the COVID-19 pandemic and the economic recovery has been uneven across industries and demographic groups in Northern Virginia. Understanding why the Northern Virginia region’s labor force has declined, why those people in Northern Virginia who left the labor force during the pandemic are not returning in full, and how to overcome a shortage of labor is critical to fostering an economy and community where residents and businesses can thrive. This report provides detailed information on these factors. Click on image for report Economic Recovery COVID19 Minority-Owned Businesses Minority-Owned Businesses of Northern Virginia Minority-owned businesses have experienced heightened risk associated with the COVID-19 pandemic. The COVID-19 pandemic has had a complex effect on the region’s local economy and on the wellbeing of its minority-owned businesses. Northern Virginia is home to 128,000 minority-owned businesses, representing the community’s diverse fabric and entrepreneurship. The report on Supporting Northern Virginia's Minority-Owned Businesses was released on June 23, 2021. The report contains detailed information on the minority-owned business community, how they were impacted by the pandemic, and recommendations for supporting them through the pandemic economic recovery and in the future beyond the pandemic. The Northern Virginia Minority-Owned Working Group present this report. The group is composed of members from the Northern Virginia Regional Commission, the Community Foundation for Northern Virginia, the Fairfax County Economic Development Authority, the Loudoun County Department of Economic Development, the Prince William County Department of Economic Development, Arlington Economic Development, and the Alexandria Economic Development Partnership. A report release webinar event was hosted on June 23, 2021 to highlight the report findings. The event also included other presentations, a fire side chat with leaders from across the region, and testimonies from minority business owners. For the video recording and details on the event see the NVRC demographic webinar series website . Report: The report provides a Northern Virginia level of analysis on minority-owned businesses. Data Dashboard: The dashboard provides a summary of the report findings, interactive data charts, and more detailed information than that found in the report, including jurisdiction level data. The dashboard will be updated on a quarterly basis by the Northern Virginia Regional Commission. Timeline of updates are found on the data dashboard. View Report and Data Dashboard Additional Northern Virginia Workforce Data Resources Commonwealth of Virginia - Virginia Works Labor Market Information website Northern Virginia Community College - Labor Market Intelligence dashboards

Information on decennial census purpose, responding to, and tracking data responses. A regional information and data resource from the Northern Virginia Regional Commission. Decennial Census Reports, maps, and charts are best viewed on a desktop or tablet. Access and View Data Analyses NVRC Regional Data Analysis Data analyses of 2020 and prior censuses for the Northern Virginia region overall and each of its counties, cities, and towns are posted under the People section of this dashboard. Census Bureau Nationwide Data Analysis The Census Bureau published 2020 Census analyses through a series of data visualizations , America Counts stories , and videos to help illustrate and explain the Census results and the country's demograph ic characteristics. Access and View U.S. Census Bureau Products Decennial Censuses are released in multiple phases through multiple products. Starting with the 2020 Decennial Census, t he Demographic Profile, Demographic and Housing Characteristics, and redistricting data products all are injected with random statistical “noise” using the differential privacy approach to prevent disclosure of personal information. Caution should be utilized when using this data. The larger the population size of a geographic area, the more accurate the data and the diminished likelihood of having implausible data. Statistical noise is infused to protect confidentiality. The impact of statistical noise decreases with larger geographies. For more information, on the statistic noise injected, privacy, and accuracy, see the information under Privacy and Accuracy of 2020 Census Data . Demographic Profile and Demographic and Housing Characteristics The 2020 Census Demographic Profile and Demographic and Housing Characteristics were released in May 2023. These files contain 2020 Census data on characteristics of the population (i.e. age, sex race), characteristics of households (i.e. household size, rent/own, families). Access and view Northern Virginia regional data: County/City County/City Demographic Profile County/City Demographic and Housing Characteristics Incorporated Towns Incorporated Towns Demographic Profile Incorporated Town Demographic and Housing Characteristics Redistricting Demographic Data Redistricting dem ographic data released to the public in August and September 2021. This release contains population, race/ethnicity, age, housing units, and housing tenure data for c ounties, cities, and geographies as small as census blocks. The second product set will contain more detail demographic and housing characteristics data. Access and view Northern Virginia regional data: County/City County/City Redistricting Data Incorporated Towns Not Available Detailed Demographic and Housing Characteristics DHC-A The Detailed Demographic and Housing Characteristics file were released in three phases, with the first one being the Detailed DHC-A released September 2023. Included in this release are detailed population counts, sex, and age for approximately 370 racial and ethnic groups and places of origin, such as German, Lebanese, Chinese, and Mexican. Detailed Demographic and Housing Characteristics DHC-B The Detailed Demographic and Housing Characteristics Detailed DHC-B released August 2024. The Detailed DHC-B includes detailed household type (e.g., family or non-family) and tenure for approximately 370 racial and ethnic groups and places of origin , such as German, Lebanese, Chinese, and Mexican. Detailed Demographic and Housing Characteristics S-DHC The Detailed Demographic and Housing Characteristics Supplemental DHC (S-DHC) was released September 2024. It includes complex relationships between the characteristics about households and the people living in them, including average household size, average household size by age and tenure, and household and family type for people under 18 years old. Privacy and Accuracy of 2020 Census Data The Demographic Profile, Demographic and Housing Characteristics, and redistricting data all are injected with random statistical “noise” using the differential privacy approach to prevent disclosure of personal information. For the Demographic and Housing Characteristics, the Census Bureau released statistical error metrics (Excel File) to help users understand the variation in the data introduced by using differential privacy. Additional guidance to users is provided by the U.S. Census Bureau in the blog post, What to Expect: Disclosure Avoidance and the 2020 Census Demographic and Housing Characteristics File . For decades, the U.S. Census Bureau has used different techniques to protect individual privacy through their Disclosure Avoidance System (DAS). Differential Privacy (DP) is the latest technique. This technique was chosen because enhanced privacy protection is needed due to advances in technology that enable the ability to identify individuals when combined with other information. DP impacts data accuracy more than any other technique previously applied to decennial census results. DP will add random data (“noise”) to counts for geographic areas below the state level, to prevent identification of individuals. The amount of noise added to the data will be greater than any prior decennial census technique. The impact of statistical noise decreases the larger the population size of a geographic area. From 2019 through 2022, Northern Virginia jurisdictions, through the Northern Virginia Regional Commission (NVRC), participated in the U.S. Census Bureau’s DP demonstration data review and provided feedback to the U.S. Census Bureau. The following document is a brief overview of DP and the impacts it has on data quality. Click on the image to download. For an in-depth description of DP go to the Census Bureau's DP website . Download a copy of the Differential Privacy Fact Sheet Privacy Accuracy

Economic data compiled by the Northern Virginia Regional Commission's as part of the One Region immigration study, Coronavirus (COVID-19) immigration study, and dashboard to assess the economic impact of immigrants in Northern Virginia. Economy Key Facts Economy Immigrants hold billions of dollars in economic power and contribute billions to the Northern Virginia economy As Virginia's economy continues to expand, businesses and firms will require more workers across all skill levels to stay competitive and productive. As a tight labor market, with some of the lowest levels of unemployment in the country according to the Bureau of Labor Statistics' 2017 annual averages, much of the labor needed to meet Northern Virginia's demand for workers comes from outside the region, U.S born and immigrant alike. Gross Domestic Product (GDP), 2017 Estimates (in 2017 Inflation Adjusted Dollars) How many billions of dollars do immigrants contribute to the NOVA GDP? How many billions of dollars do immigrants contribute to the NOVA GDP? Source: National Association of Counties, Data Explorer, 2019. U.S. Bureau of Economic Analysis. NAE Analysis of the 2013-2017 American Community Survey, 5-Year Sample, downloaded from IPUMS USA, University of Minnesota, www.ipums.org . 57.7 Billion What is the total household earnings and tax contributions of NOVA's immigrants? What is the total household earnings and tax contributions of NOVA's immigrants? Total Household Earnings $28.3 Billion State & Local Taxes Paid $2.1 Billion Federal Taxes Paid $5.9 Billion Source: NAE analysis of the 2013-2017 American Community Survey,5-Year Sample, downloaded from IPUMS USA, University of Minnesota, www.ipums.org ; ITEP, “Who Pays?”; Congressional Budget Office; U.S. Social Security Administration.

Demographic, economic, and other data resources and reports published by Northern Virginia Regional Commission. Data Reports and Resources Reports, maps, and charts are best viewed on a desktop or tablet. Fact Sheets Regional Fact Sheets Demographic and Economic Highlights Demographic and economic overview of the region. Last updated: Apr. 17, 2026 Monthly Report Population Change Population change trends, including the components of change: Domestic migration International migration Births/deaths Last updated: Apr. 2, 2026 Annual Report Federal Jobs Overview of federal jobs in the region. How many jobs and where in the region do federal workers live and work. Published: Feb. 21, 2025 Special Report Reports Regional Reports and Studies Population and Households State of the Region: Shifting Migration Patterns - Affordable Housing Needs Slower population growth was occurring after the COVID-19 pandemic. This report examines the domestic migration volume and patterns underlying this, including the extent to which housing affordability, income, and age of persons are playing a role. Published January 2025. Special Report Economic Economic Tracking Report A report tracking economic indicators, including labor force, employment, unemployment, and industry sectors. *** This report has been migrated to an interactive dashboard as of 4/29/2025. The new interactive version includes not only Northern Virginia economic statistics, but also county and city level data. Click on the graphic above to navigate to the new dashboard.*** Monthly Report Foreign Direct Investment A report on foreign direct investment that uncovers the depths of economic engagement and activity that Northern Virginia has with the world. Published October 31, 2023. Key highlights of the report are listed in a report infographic. A corresponding m ap highligh ts the countries with direct economic co ntri bu tion s in Northern Virginia. Special Report State of the Region: Economic Recovery and Transformation from COVID-19 Pandemic A report on the state of the Northern Virginia region's economic recovery and the transformation from the COVID-19 pandemic. Published July 2022. Special Report Supporting Northern Virginia's Minority Owned Businesses A study on the minority-owned business community, how they were impacted by the pandemic, and recommendations for supporting them th rough the pandemic economic recovery and in the future beyond the pandemic. Published June 2021. Special Report Immigration One Region: Welcoming New Americans to Northern Virginia A study of the economic impact of immigrants to the region. Published March 2020. Special Report One Region: Addendu m A study addendum to the original report that was published in March 2020. This addendum assessed the economic impact of immigrants relevant to the COVID-19 pandemic crisis response. Published October 2020. Special Report

Northern Virginia economic and demographic maps to assess the federal cutback impacts. Federal Monitoring Maps Reports, maps, and charts are best viewed on a desktop or tablet. Federal Workforce Maps Northern Virginia Regional Commission presents a collection of federal civilian employment maps. The data analysis was performed by Northern Virginia Regional Commission using U.S. Census Bureau, 2023 American Community Survey 5-Year Estimates, Table S2408. The data is displayed by zip code tabulation areas, which are approximations of the USPS Postal Service zip codes. Two maps in the collection 1. Federal Share of Total Civilian Employment Click Map to View 2. Density per Square Mile - Federal Civilian Employment Click Map to View

Housing characteristics compiled by the Northern Virginia Regional Commission's as part of the One Region immigration study, coronavirus (COVID-19) immigration study, and data dashboard to assess the economic impact of immigrants in Northern Virginia. Housing Characteristics Reports, maps, and charts are best viewed on a desktop or tablet. Key Facts Housing Foreign born headed households, especially those on the lower end of the income spectrum have significantly larger household sizes than U.S. born headed households. COVID-19 More occupants per household present opportunities for transmission of COVID-19 among members within that household since COVID-19 is spread through close contact. Housing instability from the pandemic requires a very proactive role from local communities. 2014 to 2018 Five-Year Estimates Key Facts: Foreign born headed households, in general, are larger than U.S. Born headed households in Northern Virginia and its localities. Northern Virginia has a foreign born average household size of 3.22, while U.S. born headed is 2.39. The gap between the foreign born and U.S. born average household size in Northern Virginia shrinks with each higher income quintile, almost reaching parity at the top among the highest income households. The lowest income quintile has a gap of 0.9 persons per household, while the highest income quintile has a gap of 0.2 persons per household. The housing tenure of the foreign born in Northern Virginia is 58 percent owner and 42 percent renter. This distribution varies widely by locality. The innermost, urban localities of Arlington and Alexandria have a higher rate of renters than the outer, suburban localities. The housing type of the foreign born in Northern Virginia is 60.5 percent single-family, 37.5 percent multi-family, and 2.0 percent other. This distribution varies widely by locality. The innermost, urban localities of Alexandria and Arlington have a majority residing in multi-family and the outer, suburban localities have a majority residing in single-family. Explore housing topics by clicking on the tabs below

Immigrant entrepreneurship data compiled by the Northern Virginia Regional Commission's as part of the One Region immigration study, Coronavirus (COVID-19) immigration study, and data dashboard to assess the economic impact of immigrants in Northern Virginia. Entrepreneurship - COVID-19 Reports, maps, and charts are best viewed on a desktop or tablet. Key Facts Entrepreneurship - COVID-19 Immigrants are job creators In Northern Virginia, immigrant entrepreneurs – those who work for their own businesses, incorporated or not – are making their mark locally. Workers in non-essential industries have been severely affected by the economic fallout of the coronavirus outbreak, especially those who cannot work remotely or whose businesses depend normally on face-to-face interaction. 2014 to 2018 Period Key Facts: More than half of all personal service entrepreneurs in Northern Virginia are foreign born. Between one-quarter and one-half of all entrepreneurs in the non-essential industries of retail trade, healthcare and social services, educational services, professional services, and manufacturing are foreign born.

Northern Virginia Regional Commission's One Region immigration study, Coronavirus (COVID-19) immigration study, and dashboard assessing the economic impact of immigrants in Northern Virginia. The report and a dashboard of key demographic and economic findings from the report are found here. Immigration Study Reports, maps, and charts are best viewed on a desktop or tablet. The Northern Virginia Regional Commission was pleased to collaborate with the Partnership for a New American Economy (NAE) and the Community Foundation for Northern Virginia on the study, One Region: Welcoming New Americans to Northern Virginia. The original study was published on March 12, 2020. It is a study of the economic impact of immigrants to the region. An addendum to the study was published on October 21, 2020 that provides immigrant data relevant to the COVID-19 pandemic crisis response . The research was conducted by NAE. NAE has undertaken similar studies throughout the United States. This One Region report dashboard summarizes and reports on immigration in the Northern Virginia region. This dashboard provides quick access to key data pieces found in the report. This One Region immigration dashboard provides data not only of the overall Northern Virginia region, but also on the localities within the region . A webinar was hosted on October 21, 2020. For copies of the presentations and video recording go to the webinar webpage. Download a copy of the original report, published March 2020 Overview of the One Region Report The One Region report is a comprehensive picture of new Americans in Northern Virginia (NOVA). It highlights the size and rapid growth in the immigrant population in the region and their impact on the local economy, including injecting more money into local businesses, property markets, and municipal budgets as consumers, homebuyers, and taxpayers. Immigrants are major contributors to Northern Virginia's (NOVA) economy as highlighted in the report. The NOVA immigrant population is diverse. These people emigrate, seeking a better life for themselves and their families. “Immigrants are a vital part of the economic and social fabric of Northern Virginia. Their success is our success, and we must continue to be a welcoming community for all to ensure our long-term prosperity,” said P. David Tarter, Chairman of the Northern Virginia Regional Commission and Mayor of the City of Falls Church. Immigrants are an indispensable part of the local Northern Virginia economy at all levels, as workers, business owners, taxpayers and consumers. Trivia: What is the foreign born share of the population in NOVA? What is the foreign born share of the population in NOVA? Source: U.S Census Bureau, 2018 American Community Survey, 5-Year Estimates. 27.6% Immigrants widen and deepen the labor market with a vast array of skills and levels of expertise. They help businesses, farms, and factories fill workforce gaps at all levels of the labor market, allowing companies to meet market demands and expand their operations, which leads to more job creation. * Except where otherwise noted, the term “immigrant” and “foreign-born” are used interchangeably throughout the NOVA Region Dashboard and in the "One Region" report. COVID-19 Addendum One Region Report Addendum on COVID-19 Response This brief provides a glimpse at the role of immigrants in Northern Virginia during the Covid-19 pandemic as well as the impact that the pandemic has had on the immigrant community. The immigrant population is especially vulnerable to gaps in our social safety nets. Understanding this population in Northern Virginia helps better inform local leaders as they aim to implement inclusive emergency response policies. The immigrant population is essential to our country’s rapid COVID-19 response efforts. Download a copy of the COVID-19 addendum report published October 2020 Data Charts and Key Findings by Report Topic (best viewed on desktop) The data is sourced from the U.S. Census Bureau American Community Survey (ACS) five-year estimates, as well as other sources. The ACS is a survey based on a sample of the population. Sample surveys include a degree of uncertainty and error in the data. The larger the population and housing units of an area or data variable, the more reliable the ACS data. The Northern Virginia regional data is more reliable than the county level data that is presented in the data charts. Users should interpret the data by keeping this in mind. Citizenship Entrepreneurship Internet Access Economy Healthcare Language Spoken Education Housing Labor Force Additional Immigrant Information (best viewed on desktop) Further information about Northern Virginia's immigrant population, from research NVRC has conducted separately from the One Region report, can be found on the People dashboard. People There is a myriad of non-governmental organizations (NGOs) that provide services to immigrants. A number of the local governments in Northern Virginia also provide links to information and services. Where to Get Help

Northern Virginia income, economically disadvantage populations, workforce, and more demographics, data and graphs by region and county. Analyzed by the Northern Virginia Regional Commission (NVRC). Economics Information on economics of the overall Northern Virginia region and its county and cities. Overall Information on economics of Northern Virginia incorporated towns . Towns

Northern Virginia town population growth, minority-majority transition, foreign born population transformation, and more demographics, data and graphs. Analyzed by the Northern Virginia Regional Commission (NVRC). Population of Towns Reports, maps, and charts are best viewed on a desktop or tablet. Population of Towns Overview Northern Virginia is on the front lines of a demographic transformation shaping the United States. There has been an extraordinary amount of population growth in Northern Virginia, some of it being in incorporated towns. The town of Purcellville has nearly tripled in size since 2000. The town of Lovettsville has more than tripled in size since 2000. The towns of Leesburg and Haymarket have populations that have nearly doubled since 2000. Annual Estimates/Trends Decennial Census/Trends Annual Pop Towns Annual Estimates Data Annual estimates of population paint a portrait of the annual growth patterns in the towns of Northern Virginia. Annual estimates are not based on a full census of the population. Rather they are estimates based on a compilation of multiple administrative data pieces such as birth records and residential building permits. Deccenial Pop Towns Decennial Census Data The Decennial Census is based on a survey of the entire population. It is conducted once a decade. The Decennial Census town population data is shown in the interactive charts that follow.

Immigrant labor force data compiled by the Northern Virginia Regional Commission's as part of the One Region immigration study, Coronavirus (COVID-19) immigration study, and data dashboard to assess the economic impact of immigrants in Northern Virginia. Labor Force - Overall Reports, maps, and charts are best viewed on a desktop or tablet. Key Facts Labor Force - Overall Northern Virginia’s immigrant population is well-suited to maintaining and expanding the region’s labor force In Northern Virginia, immigrant entrepreneurs – those who work for their own businesses, incorporated or not – are making their mark locally. 2013 to 2017 Period Key Facts: In Northern Virginia, less than two-thirds, or 61.6 percent of the U.S.-born population are of working age — between 16 and 64 years old — the range considered to be working age by the Department of Labor. Meanwhile, more than four out of five, or 83.9 percent of the immigrant population in the region are of working age. While immigrants make up 27.4 percent of the overall population, they make up 34.0 percent of the region’s working-age population. Northern Virginia has a high percentage of immigrants, 31.8 percent, working in STEM industries compared to 22.8 percent of immigrants overall in the United States. What are the top 3 industry sectors of the U.S. Born labor force? What are the top 3 industry sectors of the U.S. Born labor force? Source: 2013-2017 American Community Survey, 5-Year Sample, downloaded from IPUMS USA, University of Minnesota, www.ipums.org . 1. Professional Services (25.4%) 2. Administration (14.7%) 3. Education ( 9.6%) What are the top 3 industry sectors of the Foreign Born labor force? What are the top 3 industry sectors of the Foreign Born labor force? 1. Professional Services (20.7%) 2. Entertainment, Arts, and Hospitality (12.1%) 3. Construction (10.8%) Source: NAE analysis of the 2013-2017 American Community Survey,5-Year Sample, downloaded from IPUMS USA, University of Minnesota, www.ipums.org ; ITEP, “Who Pays?”; Congressional Budget Office; U.S. Social Security Administration.