1 U.S. Census Bureau, “National Population by Characteristics: 2020–2022,” 2022, https://www.census.gov/data/tables/time-series/demo/popest/2020s-national-detail.html.
2 Census Bureau, “Growth in the Nation’s Largest Counties Rebounds in 2022,” March 20, 2023, https://www.census.gov/newsroom/press-releases/2023/population-estimates-counties.html#:~:text=Over%20one%2Dhalf%20of%20all,saw%20no%20change%20in%20population.
3 Kenneth Johnson, “Rural America Lost Population Over the Past Decade for the First Time in History,” Carsey School of Public Policy | UNH, February 22, 2022, https://carsey.unh.edu/publication-rural-america-lost-population-over-past-decade-for-first-time-in-history.
4 Alison Felix & Kate Watkins, 2013. “The impact of an aging U.S. population on state tax revenues,” Economic Review, Federal Reserve Bank of Kansas City, issue Q IV, pages 95–127., https://ideas.repec.org/a/fip/fedker/00002.html
5 Jordan Rappaport. 2003. “US Urban Decline and Growth, 1950 to 2000.” Economic Review – Federal Reserve Bank of Kansas City, Vol. 88, no.3: 15–44. https://www.kansascityfed.org/documents/1131/2003‑U.S.%20Urban%20Decline%20and%20Growth,%201950%20to%202000.pdf
6 Jacob L. Vigdor, “Immigration, Housing Markets, and Community Vitality,” Cato Journal, Fall 2017, https://www.cato.org/cato-journal/fall-2017/immigration-housing-markets-community-vitality.
7 David J. Bier, “Immigrants & Their Kids Were 70% of U.S. Labor Force Growth Since 1995,” Cato at Liberty, May 15, 2023, https://www.cato.org/blog/immigrants-their-kids-were-70-us-labor-force-growth-1995.
8 Madeline Zavodny, “Why the United States Still Needs Foreign-Born Workers,” NFAP Policy Brief, July 2023, https://nfap.com/wp-content/uploads/2023/07/Why-The-United-States-Still-Needs-Foreign-Born-Workers.NFAP-Policy-Brief.-July-2023.pdf.
9 Madeline Zavodny, “Why the United States Still Needs Foreign-Born Workers,” NFAP Policy Brief, July 2023, https://nfap.com/wp-content/uploads/2023/07/Why-The-United-States-Still-Needs-Foreign-Born-Workers.NFAP-Policy-Brief.-July-2023.pdf.
10 Congressional Budget Office, “The Demographic Outlook: 2023 to 2053,” January 2023, https://www.cbo.gov/publication/58912.
11 “The 2023 Annual Report of the Board of Trustees of the Federal Old-Age and Survivors Insurance and Federal Disability Insurance Trust Funds,” Board of Trustees of the Federal Old-Age and Survivors Insurance and Federal Disability Insurance Trust Funds, March 31, 2023, https://www.ssa.gov/OACT/TR/2023/tr2023.pdf.
12 Jinill Kim, 2016. “The Effects of Demographic Change on GDP Growth in OECD Economies,” IFDP Notes 2016-09-28, Board of Governors of the Federal Reserve System (U.S.), https://ideas.repec.org/p/fip/fedgin/2016–09-28.html
13 In current inflation adjusted dollars: Alex Nowrasteh, Sarah Eckhardt, & Michael Howard, “The Fiscal Impact of Immigration in the United States,” Cato Institute, March 2023, https://www.cato.org/white-paper/fiscal-impact-immigration-united-states
14 Michael A. Clemens, “The Fiscal Effect of Immigration: Reducing Bias in Influential Estimates,” IZA Discussion Paper No. 15592, September 2022, https://docs.iza.org/dp15592.pdf.
15 Doug Elmendorf, “CBO Reseases Two Analyses of the Senate’s Immigration Legislation,” Congressional Budget Office, June 2013, https://www.cbo.gov/publication/44345
16 Stuart Anderson, “Ph.D. Immigration Measure Removed, New Immigrant Visa Lawsuit Filed,” Forbes, July 14, 2022. https://www.forbes.com/sites/stuartanderson/2022/07/14/phd-immigration-measure-removed-new-immigrant-visa-lawsuit-filed/?sh=71b575a6166f
17 Mikael Juselius and Elöd Takáts, “Age and Inflation,” Finance and Development, March 2016. https://www.imf.org/external/pubs/ft/fandd/2016/03/pdf/juselius.pdf.
18 U.S. Bureau of Labor Statistics, Job Openings: Total Nonfarm [JTSJOL], retrieved from FRED, Federal Reserve Bank of St. Louis; https://fred.stlouisfed.org/series/JTSJOL, July 18, 2023.
19 World Bank Data, “GDP per capita (current US$) — United States,” July 2023, https://data.worldbank.org/indicator/NY.GDP.PCAP.CD?locations=US.
20 U.S. Bureau of Labor Statistics, Job Openings, JOLTS, 2023, https://www.bls.gov/jlt/.
21 Yang Jie, “TSMC Delays Start of First Arizona Chip Factory, Citing Worker Shortage,” The Wall Street Journal, July 2023, https://www.wsj.com/articles/tsmc-delays-start-of-first-arizona-chip-factory-citing-worker-shortage-4a9344e5.
22 U.S. Bureau of Labor Statistics, “Employment Projections,” July 2023, https://www.bls.gov/emp/tables/emp-by-detailed-occupation.htm.
23 Giovanni Peri and Chad Sparber, “Task Specialization, Immigration, and Wages,” American Economic Journal: Applied Economics 1, no. 3 (July 2009): 135–169.
24 U.S. Bureau of Labor Statistics, “Employment Projections,” July 2023, https://www.bls.gov/emp/tables/emp-by-detailed-occupation.htm.
25 Federal Reserve Economic Data (FRED), “All Employees, Skilled Nursing Care Facilities,” June 2023, https://fred.stlouisfed.org/series/CES6562310001.
26 Jennifer Hoff, “Nursing Homes Keep Losing Jobs, Leading to Closures,” KARE 11, March 2023, https://www.kare11.com/article/news/local/nursing-homes-losing-jobs-most-in-30-years-leading-to-closures/89–1f7fe7f3-5b7f-4ac7-b879-4fa420c3e440.
27 Chantel Barnes, “Workforce Crisis Plagues Texas Nursing Homes,” KXAN, November 2022, https://www.kxan.com/news/texas/workforce-crisis-plagues-texas-nursing-homes/.
28 Marcus L. Kearns, “26 Iowa Nursing Home Closures Due to Nursing Shortage,” Nursing CE Central, July 18, 2023, https://nursingcecentral.com/nursing-home-closures/#:~:text=Since%20June%202022%2C%20there%20have,to%20the%20national%20nursing%20shortage.
29 Edward Fitzpatrick, “87 percent of R.I. nursing homes are in danger of closing, report says,” The Boston Globe, updated May 18, 2022, https://www.bostonglobe.com/2022/05/18/metro/87-percent-ri-nursing-homes-are-danger-closing-report-says/.
30 CliftonLarsonAllen (CLA) LLP., “Initial Observations of SNF Trends Data Illustrates COVID-19 Challenges,” October 2021, https://www.claconnect.com/en/resources/articles/2021/initial-observations-of-snf-trends-data-illustrates-covid-19-challenges.
31 David C. Grabowski, Jonathan Gruber, Brian McGarry, “IMMIGRATION, THE LONG-TERM CARE WORKFORCE, AND ELDER OUTCOMES IN THE U.S.,” NBER Working Paper Series, February 2023, https://www.nber.org/system/files/working_papers/w30960/w30960.pdf.
32 National Council of State Boards of Nursing (NCSBN), “National Nursing Workforce Study,” April 2023, https://www.ncsbn.org/research/recent-research/workforce.page.
33 U.S. Department of Commerce, “Spotlight on Women and the Labor Force,” 2023, https://www.commerce.gov/bureaus-and-offices/ousea/spotlight-women-labor-force.
34 Jodi Askins, “New Survey: Staffing Crisis Eliminates At Least 30,000 Child Care Slots; 32,000 Children Sit on Waiting Lists — Low Wages to Blame,” Start Strong PA, April 2022, https://static1.squarespace.com/static/5c2e545d0dbda3cf1389658c/t/6272dffa8acf020b2ea34c3d/1651695610873/Staff_Crisis_Survey_RLS_041222.pdf.
35 Luca Powell & Derek Kravitz, “Disappearing Day Care,” Muckrock, August 2022, https://www.muckrock.com/childcare/.
36 Delia Furtado & Heinrich Hock, “Female Work and Fertility in the United States: Effects of Low-Skilled Immigrant Labor,” September 2010, https://www.ucy.ac.cy/econ/wp-content/uploads/sites/48/2021/06/Hock-Furtado_current_2010.pdf
37 Particia Cortés & José Tessada, “Low-Skilled Immigration and the Labor Supply of Highly Skilled Women,” American Economic Journal, vol. 3, no. 3, p. 88–123, July 2011, https://www.aeaweb.org/articles?id=10.1257/app.3.3.88.
38 U.S. Bureau of Labor Statistics, “Industries at a Glance,” July 2023, https://www.bls.gov/iag/tgs/iag23.htm. U.S. Bureau of Labor Statistics, “Real Earnings – June 2023,” June 2023, https://www.bls.gov/news.release/pdf/realer.pdf.
39 Federal Reserve Economic Data (FRED), “Job Openings: Construction,” July 2023, https://fred.stlouisfed.org/series/JTS2300JOL.
40 Terry Collins, “Few workers. Slow supplies. Why you’ll be waiting a while for that new house to be built,” USA Today, June 2022, https://www.usatoday.com/story/money/2022/06/16/new-houses-longer-build-housing-labor-shortages/7572802001/.
41 Tallahassee Democrat, “Here’s How Construction Staff Supply Shortages Are Hitting Consumers,” July 2023, https://www.tallahassee.com/story/money/business/2023/07/19/heres-how-construction-staff-supply-shortage-are-hitting-consumers/70262091007/.
42 OECD Stat, Accessed July 2023, https://stats.oecd.org/.
43 Kenton J. Johnson, Hefei Wen, & Karen E. Joynt Maddox, “Lack Of Access To Specialists Associated With Mortality And Preventable Hospitalizations Of Rural Medicare Beneficiaries,” Health Affairs, December 2019, https://www.healthaffairs.org/doi/10.1377/hlthaff.2019.00838.
44 Jeanne Batalova, “Immigrant Health-Care Workers in the United States,” Migration Policy Institute, April 2023, https://www.migrationpolicy.org/article/immigrant-health-care-workers-united-states.
45 Lightcast, “Active Job Listsings,” https://lightcast.io/job-postings-dashboard.
46 Bureau of Labor Statistics, “Labor Force Statistics from the Current Population Survey — A‑30. Unemployed persons by occupation and sex,” August 2023, https://www.bls.gov/web/empsit/cpseea30.htm.
47 Ondrej Burkacky, Ulrike Kingsbury, Andrea Pedroni, Giulietta Poltronieri, Matt Schrimper, & Brooke Weddle, “How Semiconductor Makers Can Turn a Talent Challenge into a Competitive Advantage,” McKinsey & Company, September 2022, https://www.mckinsey.com/industries/semiconductors/our-insights/how-semiconductor-makers-can-turn-a-talent-challenge-into-a-competitive-advantage
48 Department of Labor, “Performance Data,” https://www.dol.gov/agencies/eta/foreign-labor/performance.
49 Joshua Goodman, “Driven by Pandemic, Venezuelans Uproot Again to Come to U.S.,” Associated Press, June 2021, https://apnews.com/article/venezuela-immigration-business-coronavirus-pandemic-health-72e16118a21cf9ae3d0d4c9204f24643.
50 “Entrepreneurship and the Decline of American Growth,” JEC Republicans, December 2022. https://www.jec.senate.gov/public/_cache/files/aecd69fe-28e3-4fb7-9119–6ff15be1fa07/entrepreneurship.pdf.
51 Pierre Azoulay, Benjamin F. Jones, J. Daniel Kim, & Javier Miranda, “Immigration and Entrepreneurs in the United States,” American Economic Review: Insights, vol. 4, no. 1, p. 71–88, March 2022, https://www.aeaweb.org/articles?id=10.1257/aeri.20200588.
52 “New American Fortune 500 in 2023,” American Immigration Council, August 29, 2023. https://www.americanimmigrationcouncil.org/research/new-american-fortune-500‑2023
53 Stuart Anderson, “Immigrant Entrepreneurs and U.S. Billion-Dollar Companies,” National Foundation for American Policy (NFAP) Policy Brief, July 2022. https://nfap.com/wp-content/uploads/2022/07/2022-BILLION-DOLLAR-STARTUPS.NFAP-Policy-Brief.2022.pdf.
54 David D. Kallick, “Bringing Vitality to Main Street: How Immigrant Small Businesses Help Local Economies Grow,” Fiscal Policy Institute, January 2015, https://www.as-coa.org/sites/default/files/ImmigrantBusinessReport.pdf.
55 David D. Kallick, “Immigrant Small Businesses in New York City,” Fiscal Policy Institute, October 2011, https://fiscalpolicy.org/wp-content/uploads/2012/04/FPI_ImmigrantSmallBusinessesNYC_20111003.pdf.
56 Stuart Anderson, “AI and Immigrants,” National Foundation for American Policy (NFAP) Policy Brief, June 2023, https://nfap.com/wp-content/uploads/2023/06/AI-AND-IMMIGRANTS.NFAP-Policy-Brief.2023.pdf.
57 Stuart Anderson, “Immigrant Entrepreneurs and U.S. Billion-Dollar Companies,” National Foundation for American Policy (NFAP) Policy Brief, July 2022. https://nfap.com/wp-content/uploads/2022/07/2022-BILLION-DOLLAR-STARTUPS.NFAP-Policy-Brief.2022.pdf.
58 Pierre Azoulay, Benjamin F. Jones, J. Daniel Kim, & Javier Miranda, “Immigration and Entrepreneurs in the United States,” American Economic Review: Insights, vol. 4, no. 1, p. 71–88, March 2022, https://www.aeaweb.org/articles?id=10.1257/aeri.20200588.
59 Jennifer Hunt, “Which Immigrants Are Most Innovative and Entrepreneurial?” Journal of Labor Economics 29 no. 3 (2011): 417–57.
60 Giovanni Peri, Kevin Shih and Chad Sparber, “STEM Workers, H‑1B Visas, and Productivity in U.S. Cities,” Journal of Labor Economics 33 (S1, Part 2): S225–S255, 2015.
61 U.S. Bureau of Labor Statistics, “FOREIGN-BORN WORKERS: LABOR FORCE CHARACTERISTICS,” 2022, https://www.bls.gov/news.release/pdf/forbrn.pdf.
62 “Figures at a Glance,” UNHCR, https://www.unhcr.org/figures-at-a-glance.html. State Department, “Admissions & Arrivals,” Refugee Processing Center, April 2021, https://www.wrapsnet.org/admissions-and-arrivals/.
63 David J. Bier, “8.3 Million Relatives of U.S. Citizens & Legal Residents Awaited Green Cards in 2022,” Cato at Liberty (blog), May 17, 2023. https://www.cato.org/blog/83-million-relatives-us-citizens-legal-residents-await-green-cards.
64 David J. Bier, “1.6 Million Family‐Sponsored Immigrants Will Die Before They Can Immigrate,” Cato at Liberty (blog), March 2022, https://www.cato.org/blog/16-million-family-sponsored-immigrants-will-die-they-can-immigrate.
65 David J. Bier, “1.8 Million in Employment‐Based Green Card Backlog,” Cato at Liberty (blog), August 29, 2023. Accessed September 9, 2022. https://www.cato.org/blog/18-million-employment-based-green-card-backlog.
66 “H‑1B Electronic Registration Process,” U.S. Citizenship and Immigration Services, July 31, 2023. https://www.uscis.gov/working-in-the-united-states/temporary-workers/h‑1b-specialty-occupations-and-fashion-models/h‑1b-electronic-registration-process.
67 Department of Labor, “Performance Data,” https://www.dol.gov/agencies/eta/foreign-labor/performance.
68 “Diversity Visa Program Statistics,” State Department, February 2023, https://travel.state.gov/content/travel/en/us-visas/immigrate/diversity-visa-program-entry/diversity-visa-program-statistics.html.
69 “U.S. World and Population Clock.” U.S. Census Bureau, https://www.census.gov/popclock/.
70 “Legal Immigration and Adjustment of Status Report Quarterly Data,” U.S. Department of Homeland Security, March 2023, https://www.dhs.gov/immigration-statistics/special-reports/legal-immigration/year-end.
71 David J. Bier, “The United States Does Not Permit More Immigration Than the Rest of the World Combined,” Cato at Liberty (blog), July 2022, https://www.cato.org/blog/us-does-not-permit-more-immigration-rest-world.
72 David J. Bier, “US Foreign-Born Share Ranks Low & Is Falling Among Wealthy Countries,” Cato at Liberty (blog), July 2022, https://www.cato.org/blog/us-foreign-born-share-ranks-low-falling-among-wealthy-countries.
73 “Refugee Data Finder,” UNHCR, https://www.unhcr.org/refugee-statistics/download/?url=c1lN2c.
74 Census Bureau, “American Community Survey,” 1‑year sample, 2021.
75 Monras, Joan, Javier Vázquez-Grenno, and Ferran Elias, “Understanding the Effects of Legalizing Undocumented Immigrants,” Upjohn Institute Working Paper 18–283. Kalamazoo, MI: W.E. Upjohn Institute for Employment Research (2018). https://doi.org/10.17848/wp18-283
76 Matthew Freedman, Emily Owens, and Sarah Bohn, “Immigration, Employment Opportunities, and Criminal Behavior,” American Economic Journal: Economic Policy 10, no. 2 (2018): 117–51; Katharine Donato, Jorge Durand, and Douglas Massey, “Stemming the Tide? Assessing the Deterrent Effects of the Immigration Reform and Control Act,” Demography 29, no. 2 (1992): 139–57; Katharine Donato and Douglas Massey, “Effect of the Immigration Reform and Control Act on the Wages of Mexican Migrants,” Social Science Quarterly 74, no. 3 (1993): 523–41; Elaine Sorensen and Frank Bean, “The Immigration Reform and Control Act and the Wages of Mexican Origin Workers: Evidence from Current Population Surveys,” Social Science Quarterly 75, no. 1 (1994): 1–17; Cynthia Bansak and Steven Raphael, “Immigration Reform and the Earnings of Latino Workers: Do Employer Sanctions Cause Discrimination?,” Industrial and Labor Relations Review 54, no. 2 (2001): 275–95; Sherrie Kossoudju and Deborah Cobb‐Clark, “Coming Out of the Shadows: Learning about Legal Status and Wages from the Legalized Population,” Journal of Labor Economics 20, no. 3 (2002): 598–628; Douglas S. Massey, Jorge Durand, and Nolan J. Malone, Beyond Smoke and Mirrors: Mexican Immigration in an Era of Economic Integration (New York: Russell Sage Foundation, 2002), pp. 119–21.
77 Sankar Mukhopadhyay and David Oxborrow, “The Value of an Employment-Based Green Card,” Demography 49 (2012): 219–237, published December 13, 2011, https://link.springer.com/article/10.1007/s13524-011‑0079-3.
78 Elira Kuka, Na’ama Shenhav, and Kevin Shih, “Do Human Capital Decisions Respond to the Returns to Education? Evidence from DACA,” American Economic Journal: Economic Policy 12, no. 1 (February 2020): 293–324, https://www.aeaweb.org/articles?id=10.1257/pol.20180352.
79 Tom K. Wong, et al., Results from Tom K. Wong et al., 2020 National DACA Study, https://cdn.americanprogress.org/content/uploads/2020/10/02131657/DACA-Survey-20201.pdf
80 Erin R. Hamilton, Caitlin Patler, Robin Savinar, “Transition into Liminal Legality: DACA’s Mixed Impacts on Education and Employment among Young Adult Immigrants in California”, Social Problems, Volume 68, Issue 3, August 2021, Pages 675–695, https://doi.org/10.1093/socpro/spaa016