End Notes
[1] Brendan Duke, “Republican Megabill Trades Essential Support to Low-Income People for Skewed Tax Cuts,” CBPP, updated February 11, 2026, https://www.cbpp.org/research/federal-tax/republican-megabill-trades-essential-support-to-low-income-people-for-skewed.
[2] Congressional Budget Office (CBO), “How the 2025 Reconciliation Act (Public Law 119-21) Will Affect the Distribution of Resources Available to Households,” August 11, 2025, https://www.cbo.gov/interactive/2025-reconciliation-act.
[3] Tracey Farrigan, “Rural Poverty & Well-Being,” USDA, February 13, 2026, https://www.ers.usda.gov/topics/rural-economy-population/rural-poverty-well-being. This analysis “defined counties as being persistently poor if 20 percent or more of their populations were living in poverty based on the 1980, 1990, and 2000 decennial censuses and 2007-11 ACS 5-year estimates.”
[4] Malik Woullard and Gbenga Ajilore, “Inflation: Key Measures to Understand,” CBPP, January 16, 2026, https://www.cbpp.org/research/economy/inflation-key-measures-to-understand.
[5] Yale Budget Lab, “Combined Distributional Effects of the One Big Beautiful Bill Act and of Tariffs,” updated December 2025, https://budgetlab.yale.edu/research/combined-distributional-effects-one-big-beautiful-bill-act-and-tariffs-0.
[6] Samantha Jacoby, Chuck Marr, and Kris Cox, “Republican Megabill Tax Provisions Are Skewed to the Rich, Fail to Deliver for Families, and Are Fiscally Irresponsible,” CBPP, December 17, 2026, https://www.cbpp.org/research/federal-tax/republican-megabill-tax-provisions-are-skewed-to-the-rich-fail-to-deliver-for.
[7] House Committee on Ways and Means, “Working Family Tax Cuts Keeps Family Farming Alive and Growing in America,” March 20, 2026, https://waysandmeans.house.gov/2026/03/20/working-families-tax-cuts-keeps-family-farming-alive-and-growing-in-america/.
[8] USDA, “Federal Tax Issues – Federal Estate Taxes,” February 9, 2026, https://www.ers.usda.gov/topics/farm-economy/federal-tax-issues/federal-estate-taxes.
[9] Tax Policy Center, “Who Pays the Estate Tax?” January 2024, https://taxpolicycenter.org/briefing-book/who-pays-estate-tax.
[10] Samantha Jacoby, “House Republican Tax Bill Extends – and Expands – Costly Tax Breaks for the Wealthy,” CBPP, June 4, 2025, https://www.cbpp.org/blog/house-republican-tax-bill-extends-and-expands-costly-tax-breaks-for-the-wealthy.
[11] Samantha Jacoby, "Potential Flaws of Opportunity Zones Loom, as Do Risks of Large-Scale Tax Avoidance,” CBPP, January 11, 2019, https://www.cbpp.org/research/federal-tax/potential-flaws-of-opportunity-zones-loom-as-do-risks-of-large-scale-tax.
[12] David Wessel, “How did the One Big Beautiful Bill Act change Opportunity Zones?” Brookings, July 8, 2025, https://www.brookings.edu/articles/how-did-the-one-big-beautiful-bill-act-change-opportunity-zones/
[13] Kevin Corinth et al., “The Targeting of Place-Based Policies: The New Markets Tax Credit Versus Opportunity Zones,” NBER Working Paper 33414, January 2025, https://www.nber.org/papers/w33414.
[14] Ben Ward and Mia Monkovic, “Characteristics of Supplemental Nutrition Assistance Program Households: Fiscal Year 2024,” USDA, May 2026, https://www.fna.usda.gov/research/snap/characteristics-fy24.
[15] U.S. Census Bureau, “American Community Survey: S2201: Food Stamps/Supplemental Nutrition Assistance Program,” 2024, https://data.census.gov/table/ACSST1Y2024.S2201?q=s2201&g=010XXC0US_010XXH0US.
[16] Dottie Rosenbaum et al., “SNAP Tracker: People Are Losing Food Assistance as the Harmful 2025 Republican Reconciliation Law Is Implemented,” CBPP, updated August 26, 2026, https://www.cbpp.org/research/food-assistance/snap-tracker-people-are-losing-food-assistance-as-the-republican-megabill.
[17] USDA, “SNAP Work Requirements,” updated August 29, 2025, https://www.fns.usda.gov/snap/work-requirements.
[18] Emma Parker-Newton, “Medicaid Work Requirements Undermine Rural Healthcare,” National Health Law Program, April 7, 2025, https://healthlaw.org/resource/medicaid-work-requirements-undermine-rural-healthcare/.
[19] Jie Jenny Zou, “’Blindsided’ Counties Struggle to Implement Trump’s SNAP Work Rules,” New York Focus, November 10, 2025, https://nysfocus.com/2025/11/10/trump-counties-snap-work-rules.
[20] Thomas Hertz, “Service industries account for the largest share of rural and urban employment,” USDA, March 25, 2016, https://ers.usda.gov/data-products/charts-of-note/chart-detail?chartId=78844.
[21] Elizabeth Ananat, Anna Gassman-Pines, and Olivia Howard, “Work requirements penalize workers in volatile occupations,” Hamilton Project, May 22, 2025, https://www.hamiltonproject.org/publication/post/work-requirements-penalize-workers-in-volatile-occupations/.
[22] Katie Bergh and Joseph Llobrera, “States’ First-Ever Bill for SNAP Benefits Could Cost Billions,” CBPP, June 24, 2026, https://www.cbpp.org/blog/states-first-ever-bill-for-snap-benefits-could-cost-billions.
[23] Kyle Ross and Kennedy Andara, “SNAP Cuts Are Likely To Harm More Than 27,000 Retailers Nationwide,” Center for American Progress, May 8, 2025, https://www.americanprogress.org/article/snap-cuts-are-likely-to-harm-more-than-27000-retailers-nationwide/.
[24] Diana Spahia, Carla Sinclair, and Stephanie Rosoff, “Global Roots, Local Impact: A Research Review of How Immigrants Impact the Economies, Health, and Safety of their Communities,” CUNY Institute for State and Local Governance, April 16, 2026, https://islg.cuny.edu/resources/global-roots-local-impact.
[25] Tyler L. Malone, George H. Pink, and George M. Holmes, “An updated model of rural hospital financial distress,” Journal of Rural Health, October 3, 2024, https://onlinelibrary.wiley.com/doi/10.1111/jrh.12882.
[26] Scott Hulver et al., “5 Key Facts About Medicaid and Hospitals,” KFF, March 5, 2025, https://www.kff.org/medicaid/issue-brief/5-key-facts-about-medicaid-and-hospitals/.
[27] KFF, “HealthCare.gov Marketplace Plan Selections by Rural Status,” 2025, https://www.kff.org/affordable-care-act/state-indicator/healthcare-gov-marketplace-plan-selections-by-rural-status-2/.
[28] Allie Gardner, “Proposed Medicaid Provider Tax Rule Will Further Cut Federal Medicaid Spending,” CBPP, July 21, 2026, https://www.cbpp.org/research/federal-budget/executive-action-watch?item=30710.
[29] Fredric Blavin, Michael Simpson, and Laura Skopec, “Rural Hospital Revenue Could Drop by $87 Billion over 10 Years Because of the Reconciliation Bill and Expiring Enhanced Tax Credits,” Urban Institute, June 30, 2025, https://www.urban.org/urban-wire/rural-hospital-revenue-could-drop-87-billion-over-10-years-because-reconciliation-bill.
[30] Medicaid and CHIP Payment and Access Commission, “Report to Congress and Medicaid and CHIP,” Chapter 3, March 2024, https://www.macpac.gov/wp-content/uploads/2024/03/Chapter-3-Annual-Analysis-of-Medicaid-Disproportionate-Share-Hospital-Allotments-to-States.pdf.
[31] Parker-Newton, op. cit.
[32] CBPP, “How Medicaid Work Requirements Will Harm Rural Residents – And Communities,” March 10, 2020, https://www.cbpp.org/research/health/how-medicaid-work-requirements-will-harm-rural-residents-and-communities.
[33] Zachary Levinson and Tricia Neuman, “A Closer Look at the $50 Billion Rural Health Fund in the New Reconciliation Law,” KFF, August 4, 2025, https://www.kff.org/medicaid/a-closer-look-at-the-50-billion-rural-health-fund-in-the-new-reconciliation-law/.
[34] Tyler Dedrick, “At-Risk Communities Shortchanged by Rural Health Transformation Program, Research Shows,” Daily Yonder, April 27, 2026, https://dailyyonder.com/at-risk-communities-shortchanged-by-rural-health-transformation-program-research-shows/2026/04/27/.
[35] Sarah Jane Tribble and Arielle Zionts, “Backed by Threat of Clawbacks, Feds Wield Tight Grip on $50B Rural Health Fund,” KFF Health News, June 16, 2026, https://kffhealthnews.org/rural-health/rural-health-transformation-program-federal-cms-clawbacks-state-plans/.
[36] Michael Brady, “The $50B rural health transformation fund is pushing many hospitals to shrink,” Healthcare Dive, June 24, 2026, https://www.healthcaredive.com/news/rural-health-transformation-fund-50-billion-push-hospitals-shrink/823206/.
[37] Allison Orris and Gbenga Ajilore, “Rural Health Fund Will Do Little to Offset Harm to Rural Providers in Republican Megabill,” CBPP, September 26, 2025, https://www.cbpp.org/blog/rural-health-fund-will-do-little-to-offset-harm-to-rural-providers-in-republican-megabill.
[38] Jennifer Sullivan and Elizabeth Zhang, “Higher Marketplace Premiums Take a Toll on Enrollment and on Marketplace Enrollees,” CBPP, May 18, 2026, https://www.cbpp.org/research/health/higher-marketplace-premiums-take-a-toll-on-enrollment-and-on-marketplace-enrollees.
[39] Nicole Rapfogel, “New Data Show Marketplace Consumers Facing Higher Costs, Selecting Lower-Quality Coverage,” CBPP, April 2, 2026, https://www.cbpp.org/blog/new-data-show-marketplace-consumers-facing-higher-costs-selecting-lower-quality-coverage.
[40] Author’s calculations from Healthcare.gov database.
[41] Claire Heyison, “ACA Marketplace Enrollment Shrank in Nearly Every State After Premium Tax Credit Enhancements Expired,” CBPP, July 20, 2026, https://www.cbpp.org/blog/aca-marketplace-enrollment-shrank-in-nearly-every-state-after-premium-tax-credit-enhancements.
[42] Mary Amiti et al., “Who is Paying for the 2025 U.S. Tariffs?” Liberty Street Economics, February 12, 2026, https://libertystreeteconomics.newyorkfed.org/2026/02/who-is-paying-for-the-2025-u-s-tariffs/.
[43] Chad P. Brown, “Trump's trade war timeline 2.0: An up-to-date guide,” Peterson Institute for International Economics, February 20, 2026, https://www.piie.com/blogs/realtime-economics/2025/trumps-trade-war-timeline-20-date-guide; Ana Swanson, “Trump Returns to a Familiar Role: Sowing Trade Chaos,” New York Times, January 22, 2026, https://www.nytimes.com/2026/01/22/us/politics/trump-trade-chaos.html.
[44] Herb Scribner and Courtenay Brown, “Trump signals new tariffs plan. Here's how Section 122 works,” Axios, February 20, 2026, https://www.axios.com/2026/02/20/trump-tariff-plan-section-122-trade-act; Kimberly Clausing and Maurice Obstfeld, “What the Supreme Court’s tariff ruling changes, and what it doesn’t,” Peterson Institute for International Economics, February 23, 2026, https://www.piie.com/blogs/realtime-economics/2026/what-supreme-courts-tariff-ruling-changes-and-what-it-doesnt; Courtenay Brown, “Trump employs unused law in new tariff playbook,” Axios, July 21, 2026, https://www.axios.com/2026/07/21/trump-tariffs-imports-canada.
[45] Alex Dorman, “The ripple of rising gas prices: Transportation burden, food prices, and rural communities,” Center for Community Solutions, April 6, 2026, https://www.communitysolutions.com/resources/the-ripple-of-rising-gas-prices-transportation-burden-food-prices-and-rural-communities.
[46] U.S. Department of State, “Suspension of Visa Issuance to Foreign Nationals to Protect the Security of the United States,” updated February 2, 2026, https://travel.state.gov/content/travel/en/News/visas-news/suspension-of-visa-issuance-to-foreign-nationals-to-protect-the-security-of-the-united-states.html.
[47] Rumbidzai Muzirwa and Nikki Carrion, “Policies Affecting Refugees in the United States: Suspension of Admissions, Re-Vetting, and New Detention Authority,” Global Refuge, March 10, 2026, Policies-Affecting-Refugees-in-the-United-States_Suspension-of-Admissions-Re-Vetting-and-New-Detention-Authority-1.pdf.
[48] Aaron Reichlin-Melnick, “Confusion and Worry Grow as Temporary Protected Status Set to Expire for Hundreds of Thousands,” American Immigration Council, July 15, 2026, https://www.americanimmigrationcouncil.org/blog/trump-administration-ending-temporary-protected-status-worry/.
[49] Diana Fishbein, “ICE’s family separations are forcing children to parent themselves,” The Hill, August 8, 2025, https://thehill.com/opinion/immigration/5441487-ice-raids-trauma-children/.
[50] Kyle Cheney and Myah Ward, “Trump’s new detention policy targets millions of immigrants. Judges keep saying it’s illegal,” Politico, September 20, 2025, https://www.politico.com/news/2025/09/20/ice-detention-immigration-policy-00573850.
[51] Rebecca Schneid, “‘Military-Style’ ICE Raid On Chicago Apartment Building Shows Escalation in Trump’s Crackdown,” TIME, October 4, 2025, https://time.com/7323334/ice-raid-chicago-pritzker-trump/.
[52] Kris Cox, “IRS-ICE Agreement Poses Risks for All Taxpayers,” CBPP, April 7, 2025, https://www.cbpp.org/research/federal-budget/executive-action-watch?item=29822; Rene Marsh, “IRS begins sharing sensitive taxpayer data with immigration authorities to find undocumented migrants,” CNN, August 8, 2025, https://www.cnn.com/2025/08/08/politics/irs-dhs-share-taxpayer-data-undocumented-immigrants.
[53] Margot Dankner, “Trump Administration Seeks to Take Away Head Start, Medical Care, and Other Vital Services From Lawfully Present Immigrants,” CBPP, July 16, 2025, https://www.cbpp.org/research/federal-budget/executive-action-watch?item=30181.
[54] Justin B. Winikoff, “Population & Migration,” USDA, February 13, 2026, https://www.ers.usda.gov/topics/rural-economy-population/population-migration.
[55] Sarah Alexander Melotte, “Half of All Rural Counties Are Losing Population. What Is Contributing to Those Declines?” Daily Yonder, April 15, 2026, https://dailyyonder.com/half-of-all-rural-counties-are-losing-population-what-is-contributing-to-those-declines/2026/04/15/.
[56] Winikoff, op. cit.
[57] Silva Mathema, Nicole Svajlenka, and Anneliese Hermann, “Revival and Opportunity: Immigrants in Rural America,” Center for American Progress, September 2, 2018, https://www.americanprogress.org/article/revival-and-opportunity/.
[58] Winikoff, op. cit.
[59] Nicolas Morales, “Can Immigration Help Boost Rural Economies in the Fifth District and Beyond?” Federal Reserve Bank of Richmond, May 2022, https://www.richmondfed.org/publications/research/economic_brief/2022/eb_22-18.
[60] Alex Fitzpatrick and Kavya Beheraj, “These industries are the most reliant on noncitizen workers,” Axios, August 12, 2025, https://www.axios.com/2025/08/12/noncitizen-foreign-workers-industries.
[61] Drishti Pillai and Samantha Artiga, “What Role Do Immigrants Play in the Rural Workforce?” KFF, August 4, 2025, https://www.kff.org/racial-equity-and-health-policy/what-role-do-immigrants-play-in-the-rural-workforce/.
[62] Immigration Research Initiative, “The Entrepreneurial Spirit: A Profile of Business Owners Across the United States,” March 19, 2026, https://immresearch.org/publications/the-entrepreneurial-spirit-a-profile-of-business-owners-across-the-united-states/.
[63] Spahia, Sinclair, and Rosoff, op. cit.