References

Acevedo-Garcia, D., Walters, A. N., Shafer, L., Wong, E., & Joshi, P. (2022). In brief: A policy equity analysis of the Earned Income Tax Credit. Brandeis University. https://www.diversitydatakids.org/sites/default/files/file/in_brief_a_policy_equity_analysis_of_the_earned_income_tax_credit__0.pdf

Aizer, A., Hoynes, H., & Lleras-Muney, A. (2022). Children and the US social safety net: Balancing disincentives for adults and benefits for children. Journal of Economic Perspectives, 36(2), 149–174.

Aizer, A., Lleras-Muney, A., & Michelmore, K. (2023). The effects of the 2021 Child Tax Credit on child developmental outcomes. Annals of the American Academy of Political and Social Science, 710(1), 172–189.

Akee, R. K., Copeland, W. E., Keeler, G., Angold, A., & Costello, E. J. (2010). Parents’ incomes and children’s outcomes: A quasi-experiment using transfer payments from casino profits. American Economic Journal: Applied Economics, 2(1), 86–115.

Alesina, A. F., Glaeser, E. L., & Sacerdote, B. (2001). Why doesn’t the US have a European-style welfare system? (Working Paper No. 8524). National Bureau of Economic Research. https://www.nber.org/system/files/working_papers/w8524/w8524.pdf

Alkire, S., & Foster, J. (2011). Counting and multidimensional poverty measurement. Journal of Public Economics, 95(7-8), 476–487.

Alkire, S., Roche, J. M., Ballon, P., Foster, J., Santos, M. E., & Seth, S. (2015). Multidimensional poverty measurement and analysis. Oxford University Press.

American Community Survey. (2021). S0101: Age and Sex. U.S. Census Bureau. https://data.census.gov/table/ACSST1Y2021.S0101?q=number+of+children

American Rescue Plan Act of 2021, H.R. 1319, 117th Cong. (2021). https://www.congress.gov/117/bills/hr1319/BILLS-117hr1319enr.pdf

Ananat, E., Glasner, B., Hamilton, C., & Parolin, Z. (2022). Effects of the expanded Child Tax Credit on employment outcomes: Evidence from real-world data from April to December 2021 (NBER Working Paper No. 29823). National Bureau of Economic Research. https://www.nber.org/system/files/working_papers/w29823/w29823.pdf

Ananat, E., Glasner, B., Hamilton, C., Parolin, Z., & Pignatti, C. (2024). Effects of the expanded Child Tax Credit on employment outcomes. Journal of Public Economics, 238, 105168.

Armstrong, G., Cho, C., Garner, T. I., Matsumoto, B., Munoz, J., & Schild, J. (2022). Building a consumption poverty measure: Initial results following recommendations of a federal interagency working group. AEA Papers and Proceedings, 112, 335–339.

Attanasio, O., Cattan, S., & Meghir, C. (2022). Early childhood development, human capital, and poverty. Annual Review of Economics, 14(1), 853–892.

Augustine, E., Mackay, T., Ramesh, A., & Unrath, M. (2021). The California children who may miss the 2021 federal Child Tax Credit. California Policy Lab. https://capolicylab.org/the-california-children-who-may-miss-the-2021-federal-child-tax-credit/

Ayres, L., Kavanaugh, K., & Knafl, K. (2003). Within-case and across-case approaches to qualitative data analysis. Qualitative Health Research, 13, 871–883.

Bahk, S. A., Moffitt, R., & Smeeding, T. M. (2024). Legacies of the war on poverty. Annals of the American Academy of Political and Social Science, 711(1), 38–56.

Baker, M., Messacar, D., & Stabile, M. (2023). Effects of child tax benefits on poverty and labor supply: Evidence from the Canada Child Benefit and Universal Child Care Benefit. Journal of Labor Economics, 41(4), 1129–1182.

Baker, R. S., & O’Connell, H. A. (2022). Structural racism, family structure, and Black–White inequality: The differential impact of the legacy of slavery on poverty among single mother and married parent households. Journal of Marriage and Family, 84(5), 1341–1365.

Balakrishnan, S., Chan, S., Constantino, S., Haushofer, J., & Morduch, J. (2024). Household responses to guaranteed income: Experimental evidence from Compton, California (NBER Working Paper No. w33209). National Bureau of Economic Research.

Bastian, J. (2024). How would a permanent 2021 Child Tax Credit expansion affect poverty and employment? National Tax Journal, 77(2), 263–311.

Bastian, J., & Lochner, L. (2022). The Earned Income Tax Credit and maternal time use: More time working and less time with kids? Journal of Labor Economics, 40(3), 573–611.

Bastian, J. E., & Jones, M. R. (2021). Do EITC expansions pay for themselves? Effects on tax revenue and government transfers. Journal of Public Economics, 196, 104355.

Bee, A., Creamer, J., Mitchell, J., Mittag, N., Rothbaum, J., Sanders, C., Schmidt, L., & Unrath, M. (2025). National experimental well-being statistics: Technical note on methodological changes for version 2 (SEHSD Working Paper No. FY2025-01). U.S. Census Bureau.

Bee, A., Hokayem, C., & Lin, D. (2023b). Modeling the 2021 Child Tax Credit in the CPS ASEC (SEHSD Working Paper No. FY-2022-17). U.S. Census Bureau.

Bee, A., & Mitchell, J. (2017). Do older Americans have more income than we think? (SESHD Working Paper No. 2017-39). U.S. Census Bureau.

Bee, A., Mitchell, J., Mittag, N., Rothbaum, J., Sanders, C., Schmidt, L., & Unrath, M. (2023a). National experimental wellbeing statistics (SEHSD Working Paper No. 2023-02). U.S. Census Bureau. https://www.census.gov/content/dam/Census/library/workingpapers/2023/demo/sehsd-wp2023-02.pdf

Bee, A., & Rothbaum, J. (2019). The Administrative Income Statistics (AIS) project: Research on the use of administrative records to improve income and resource estimates (SEHDS Working Paper No. 2019-36). U.S. Census Bureau. https://www.census.gov/content/dam/Census/library/working-papers/2019/demo/sehsd-wp2019-36.pdf

Bee, A., & Unrath, M. (2025). Technical documentation of intermediate tables for improved imputation of tax credits (SEHSD Working Paper No. FY 2024-32). U.S. Census Bureau.

Bee, C. A., Gathright, G. M. R., & Meyer, B. D. (2015). Bias from unit nonresponse in the measurement of income in household surveys. University of Chicago.

Bernstein, H., McTarnaghan, S., & Gonzalez, D. (2020). Strategies from Houston and Las Vegas show how local leaders can support immigrants during COVID-19. https://www.urban.org/urban-wire/strategies-houston-and-las-vegas-show-how-local-leaders-can-support-immigrants-during-covid-19

Betson, D. (1996). Is everything relative? The role of equivalence scales in poverty measurement [Unpublished manuscript]. University of Notre Dame.

Bhargava, S., & Manoli, D. (2015). Psychological frictions and the incomplete take-up of social benefits: Evidence from an IRS field experiment. American Economic Review, 105(11), 3489–3529.

Bishop, K., Heim, B., & Mihaly, K. (2009). Single women’s labor supply elasticities: Trends and policy implications. ILR Review, 63(1), 146–168.

Bitler, M., & Hoynes, H. (2010). The state of the social safety net in the post-welfare reform era. Brookings Papers on Economic Activity, 2, 71–127.

Bitler, M. P., Hoynes, H. W., & Schanzenbach, D. W. (2023). Suffering, the safety net, and disparities during COVID-19. Russell Sage Foundation Journal of the Social Sciences, 9(3), 32–59.

Blank, R. M. (2011). The Supplemental Poverty Measure: A new tool for understanding U.S. poverty. Pathways. https://inequality.stanford.edu/sites/default/files/media/_media/pdf/pathways/fall_2011/PathwaysFall11_Blank.pdf

Blau, F., & Kahn, L. (2005). Changes in the labor supply behavior of married women: 1980-2000. Journal of Labor Economics, 25(3), 393–438.

Bollinger, C. R., & Hirsch, B. T. (2013). Is earnings non-response ignorable? Review of Economics and Statistics, 95(2), 407–416. https://doi.org/10.1162/REST_a_00329

Bollinger, C. R., Hirsch, B. T., Hokayem, C. M., & Ziliak, J. P. (2019). Trouble in the tails? What we know about earnings nonresponse 30 years after Lillard, Smith, and Welch. Journal of Political Economy, 127(5), 2143–2185. https://doi.org/10.3386/w24980

Bound, J., Brown, C., & Mathiowetz, N. (2001). Measurement error in survey data. In J. J. Heckman & E. Leamer (Eds.), Handbook of econometrics (Vol. 5, pp. 3705–3843). Elsevier.

Bovell-Ammon, A., McCann, N. C., Mulugeta, M., de Cuba, S. E., Raifman, J., & Shafer, P. (2022). Association of the expiration of child tax credit advance payments with food insufficiency in US households. JAMA Network Open, 5(10), e2234438.

Brady, D. (2023). Poverty, not the poor. Science Advances, 9(34). https://doi.org/10.1126/sciadv.adg1469

Brugger, L., & Magg, E. (2022). Immigrants were less likely to have received expanded CTC; those who did used it for essentials. Tax Policy Center. https://taxpolicycenter.org/taxvox/immigrants-were-less-likely-have-received-expanded-ctc-those-who-did-used-it-essentials

Brugger, L., Roll, S., Hamilton, L., Baughman, A., Comeau, M., Jarzombeck, C., & Parker, C. (2023). “It helped us more than I could have imagined”: How the 2021 Expanded Child Tax Credit supported families raising children with disabilities. Social Policy Institute Research, 67. https://openscholarship.wustl.edu/spi_research/67

Bureau of Economic Analysis. (2021). How will the expansion of unemployment benefits in response to the COVID-19 pandemic be recorded in the NIPAs? U.S. Department of Commerce. https://www.bea.gov/help/faq/1415

Bureau of Labor Statistics. (n.d.a). Labor force statistics from the Current Population Survey: Unemployment rate (LNS14000000). https://data.bls.gov/timeseries/LNS14000000

Bureau of Labor Statistics. (n.d.b). Experimental poverty measures. U.S. Department of Labor. https://www.bls.gov/pir/spmhome.htm

Bureau of Labor Statistics. (2020). The employment situation—April 2020. U.S. Department of Labor. https://www.bls.gov/news.release/archives/empsit_05082020.pdf

Bureau of Labor Statistics. (2021). Unemployment rises in 2020, as the country battles the COVID-19 pandemic. U.S. Department of Labor. https://www.bls.gov/opub/mlr/2021/article/unemployment-rises-in-2020-as-the-country-battles-the-covid-19-pandemic.htm

Burkhauser, R. V., Corinth, K., Elwell, J., & Larrimore, J. (2024). Evaluating the success of the war on poverty since 1963 using an absolute full-income poverty measure. Journal of Political Economy, 132(1), 1–47. https://doi.org/10.1086/726429

Burns, K., & Fox, L. E. (2021). Improvements to Supplemental Poverty Measure for 2021 (SEHSD Working Paper No. 2021-17). U.S. Census Bureau.

Burns, K., & Fox, L. E. (2022). The impact of the 2021 Expanded Child Tax Credit on child poverty (SEHSD Working Paper No. 2022-24). U.S. Census Bureau.

Burnside, A., Fuller, B., & Zhang, Q. (2022). How parents use the child tax credit, and implications of ended monthly payments: Key findings, July 2022 Continental U.S. Survey. Center for Law and Social Policy. https://www.clasp.org/publications/report/brief/child-tax-credit-poll-3/

Bush, A., & Lee, H. (2021). Changes in USDA Special Supplemental Nutrition Program for Women, Infants, and Children (WIC) Operations during the COVID-19 pandemic: A first look at the impact of federal waivers. U.S. Department of Agriculture.

Caputo, R. K. (2010). Prevalence and patterns of earned income: Tax credit use among eligible tax-filing families: A panel study, 1999-2005. Families in Society, 91(1), 8–15.

CARES Act, 2020, H.R. 748, 116th Cong. (2019-2020). https://www.congress.gov/bill/116th-congress/house-bill/748

Center for Consumer Information and Insurance Oversight. (2023). Medicaid continuous enrollment condition unwinding marketplace frequently asked questions (FAQ). Centers for Medicare & Medicaid Services, U.S. Department of Health and Human Services. https://www.cms.gov/files/document/faqs-marketplace-unwinding.pdf

Center on Budget and Policy Priorities. (2016). Celebrating the EITC. Policy Insight Blog.

Chetty, R., Guren, A., Manoli, D., & Weber, A. (2013). Does indivisible labor explain the difference between micro and macro elasticities? A meta-analysis of extensive margin elasticities. NBER Macroeconomics Annual, 27(1), 1–56.

Chiang, A. Y., Batra, A., & Hamad, R. (2023). Promoting health equity through poverty alleviation policy: Factors associated with receipt of the 2021 US Child Tax Credit in a nationwide sample. Preventive Medicine, 175, 107717.

Coleman, C., Hokayem, C., Kim, S. E., Krohn, E., Patel, K., & Plueger, D. (2024a). EITC participation results and IRS-Census match methodology, tax year 2021 (CES Working Paper No. 24-75). U.S. Census Bureau.

Coleman, C., Hokayem, C., Kim, S. E., Krohn, E., Patel, K., & Plueger, D. (2024b). CTC and ACTC participation results and IRS-Census match methodology, tax year 2020 (CES Working Paper No. 24-76). U.S. Census Bureau.

Collyer, S., Curran, M., Harris, D., & Wimer, C. (2023). Children left behind by the Child Tax Credit in 2022 (Poverty and Social Policy Brief). https://povertycenter.columbia.edu/publication/2023/children-left-behind-by-the-child-tax-credit-in-2022

Committee for a Responsible Federal Budget. (2021). American Rescue Plan could set stage for $4 trillion of debt. https://www.crfb.org/blogs/american-rescue-plan-could-set-stage-4-trillion-debt

Committee for a Responsible Federal Budget. (n.d.). COVID money tracker. https://www.covidmoneytracker.org/

Congressional Budget Office. (2015). Effective marginal tax rates for low- and moderate-income workers in 2016. https://www.cbo.gov/sites/default/files/114th-congress-2015-2016/reports/50923-marginaltaxrates.pdf

Congressional Budget Office. (2020). An update to the budget outlook: 2020 to 2030. Congress of the United States. https://www.cbo.gov/system/files/2020-09/56517-Budget-Outlook.pdf

Congressional Research Service. (2021). The Child Tax Credit: Legislative history (Report No. R45124) Congressional Research Service.

Congressional Research Service. (2022a). The Earned Income Tax Credit (EITC): Legislative history (Report No. R44825). Congressional Research Service.

Congressional Research Service. (2022b). Refundable Tax Credits for Families in 2021. In Focus IF12025. Congressional Research Service.

Congressional Research Service. (2022c). The Expanded Child Tax Credit for 2021: Frequently Asked Questions (FAQs). Congressional Research Service R46900.

Congressional Research Service. (2023). The Earned Income Tax Credit (EITC): How it works and who receives it (Report No. R43805). Congressional Research Service.

Congressional Research Service. (2025). The Child Tax Credit: How it works and who receives it (Report No. R41873). Congressional Research Service.

Consolidated Appropriations Act, 2021, H.R. 133, 116th Cong. (2020). https://www.congress.gov/116/plaws/publ260/PLAW-116publ260.pdf

Consolidated Appropriations Act, 2023, H.R. 2617, 117th Cong. (2021-2022). https://www.congress.gov/bill/117th-congress/house-bill/2617/text

Corallo, B., Diana, A., Tolbert, J., Mudumala, A., & Rudowitz, R. (2024). Unwinding of Medicaid continuous enrollment: Key themes from the field. Kaiser Family Foundation. https://www.kff.org/medicaid/issue-brief/unwinding-of-medicaid-continuous-enrollment-key-themes-from-the-field/

Corinth, K., Meyer, B. D., Stadnicki, M., & Wu, D. (2023). The anti-poverty, targeting, and labor supply effects of replacing a Child Tax Credit with a child allowance (NBER Working Paper No. w29366). National Bureau of Economic Research.

Corinth, K., & Winship, S. (2024). How sensitive are single mothers’ work decisions to a change in incentives? Correcting misperceptions of the evidence. American Enterprise Institute. https://www.aei.org/articles/how-sensitive-are-single-mothers-work-decisions-to-a-change-in-incentives-correcting-misperceptions-of-the-evidence/

Cox, K., Caines, R., Sherman, A., & Rosenbaum, D. (2021). State and local child tax credit outreach needed to help lift hardest-to-reach children out of poverty. Center on Budget and Policy Priorities.

Crandall-Hollick, M. L. (2015). The Earned Income Tax Credit (EITC): Administrative and compliance challenges (CRS Report No. R43873). Congressional Research Service. https://sgp.fas.org/crs/misc/R43873.pdf

Cranor, T., Goldin, J., & Kotb, S. (2019). Does informing employees about tax benefits increase take-up? Evidence from EITC notification laws. National Tax Journal, 72(2), 397–434.

Creamer, J., Shrider, E. A., Burns, K., & Chen, F. (2022). Poverty in the United States: 2021 (Current Population Reports P60-277). U.S. Census Bureau. https://www.census.gov/content/dam/Census/library/publications/2022/demo/p60-277.pdf

Creswell, J. W., & Creswell, J. D. (2018). Research design: Qualitative, quantitative, and mixed methods approaches (5th ed.). Sage Publications.

Creswell, J. W., & Poth, C. N. (2016). Designing a qualitative study. In J. W. Creswell & C. N. Poth, Qualitative inquiry and research design: Choosing among five approaches (4th ed., pp. 41–64). Sage Publications.

Daw, J. R., MacCallum-Bridges, C. L., Kozhimannil, K. B., & Admon, L. K. (2024). Continuous Medicaid eligibility during the COVID-19 pandemic and postpartum coverage, health care, and outcomes. JAMA Health Forum, 5(3), e240004. https://doi.org/10.1001/jamahealthforum.2024.0004

DC Department of Human Services. (2022). SNAP for college students. https://dhs.dc.gov/service/snap-college-students

Denzin, N. K. (2008). Emancipatory discourses and the ethics and politics of interpretation. In N. K. Denzin & Y. S. Lincoln (Eds.), Collecting and interpreting qualitative materials (3rd ed., pp. 435–472). Sage Publications.

Denzin, N. K., & Lincoln, Y. S. (1994). Introduction: Entering the field of qualitative research. In N. K. Denzin & Y. S. Lincoln (Eds.), Handbook of qualitative research (pp. 1–17). Sage.

Dugger, R., Weaver, R. G., Bean, M. K., Brickhouse, T. H., Brice, P., Siceloff, E. R., Armstrong, B., Beets, M., & Adams, E. L. (2023). Reducing poverty and building capacity—perceived child and family impacts of the child tax credit expansion. Journal of Policy Practice and Research, 4(3), 238–260.

Duncan, G. J., Ziol-Guest, K. M., & Kalil, A. (2010). Early-childhood poverty and adult attainment, behavior, and health. Child Development, 81(1), 306–325. https://doi.org/10.1111/j.1467-8624.2009.01396.x

Eissa, N., & Hoynes, H. (2006). The hours of work response of married couples: Taxes and the earned income tax credit. Tax Policy and Labor Market Performance, 187–228.

Eissa, N., & Hoynes, H. W. (2004). Taxes and the labor market participation of married couples: The Earned Income Tax Credit. Journal of Public Economics, 88, 1931–1958.

Eissa, N., & Liebman, J. B. (1996). Labor supply response to the Earned Income Tax Credit. The Quarterly Journal of Economics, 111(2), 605–637. https://doi.org/10.2307/2946689

Enriquez, B., Jones, D., & Tedeschi, E. (2023). Short-term labor supply response to the expanded Child Tax Credit. In AEA papers and proceedings (Vol. 113, pp. 401–405). American Economic Association.

Falk, G. (2023). The Temporary Assistance for Needy Families (TANF) block grant: Responses to frequently asked questions (CRS Report No. R48055). Congressional Research Service. https://crsreports.congress.gov/product/pdf/R/R48055

Families First Coronavirus Response Act, H.R. 6201, 116th Cong. (2020). https://www.congress.gov/bill/116th-congress/house-bill/6201/text

Fano, A., Wiclk, E., & Snyderman, R. (2024). Pathways to prosperity: Exploring the barriers to and potential impact of improved take-up of the Child Tax Credit and the Earned Income Tax Credit among immigrant families. https://bipartisanpolicy.org/report/pathways-to-prosperity/

Feenberg, D., & Coutts, E. (1993). An introduction to the TAXSIM model. Journal of Policy Analysis and Management, 12(1), 189–194

Feldman, N. E., Katušĉák, P., & Kawano, L. (2016). Taxpayer confusion: Evidence from the Child Tax Credit. American Economic Review, 106(3), 807–835.

Fernandez, B. (2025). Health insurance premium tax credit and cost-sharing reductions (CRS Report No. R44425). Congressional Research Service. https://www.congress.gov/crs-product/R44425

Fischer, B., Hoynes, H., Palos Castellanos, K., & Ramesh, A. (2022). How the expanded Child Tax Credit helped California families. California Policy Lab. https://www.capolicylab.org/wp-content/uploads/2022/10/How-the-Expanded-Child-Tax-Credit-Helped-California-Families-DataPoint.pdf

Fisher, G. M. (1992). The development and history of the poverty thresholds. Social Security Bulletin, 55, 3.

Fisher, G. M. (2008). Remembering Mollie Orshansky—the developer of the poverty thresholds. Social Security Bulletin, 68(3). https://www.ssa.gov/policy/docs/ssb/v68n3/v68n3p79.html

Fisher, J., Schild, J., & Johnson, D. S. (2023). Spending responses to the Child Tax Credit expansions. The ANNALS of the American Academy of Political and Social Science, 710(1), 108–123.

Food and Nutrition Service. (n.d.a). SNAP COVID-19 emergency allotments guidance. U.S. Department of Agriculture. https://www.fns.usda.gov/snap/covid-19-emergency-allotments-guidance

Food and Nutrition Service. (n.d.b). SNAP and the Thrifty Food Plan. U.S. Department of Agriculture. https://www.fns.usda.gov/snap/thriftyfoodplan

Food and Nutrition Service. (n.d.c). State guidance on pandemic EBT. U.S. Department of Agriculture. https://www.fns.usda.gov/snap/state-guidance-coronavirus-pandemic-ebt-pebt

Food and Nutrition Service. (n.d.d). Changes to SNAP benefit amounts - 2023. U.S. Department of Agriculture. https://www.fns.usda.gov/snap/changes-2023-benefit-amounts

Food and Nutrition Service. (n.d.e). Students. U.S. Department of Agriculture. https://www.fns.usda.gov/snap/students

Food and Nutrition Service. (n.d.f) SNAP emergency allotments are ending. U.S. Department of Agriculture. https://www.fns.usda.gov/blog/snap-emergency-allotments-are-ending

Food and Nutrition Service. (n.d.g). SNAP benefits - COVID-19 pandemic and beyond. U.S. Department of Agriculture. https://www.fns.usda.gov/snap/benefit-changes-2021

Food and Nutrition Service. (n.d.h). Summer EBT questions and answers. U.S. Department of Agriculture. https://www.fns.usda.gov/sebt/questions-answers

Food and Nutrition Service. (2018). State options report: Supplemental Nutrition Assistance Program—Options as of October 1, 2017 (14th ed.). U.S. Department of Agriculture.

Ford, T. N., & Goger, A. (2021). The value of qualitative data for advancing equity in policy. Brookings. https://www.brookings.edu/articles/value-of-qualitative-data-for-advancing-equity-in-policy

Fox, C. (2012). Three worlds of relief: Race, immigration, and the American welfare state from the Progressive Era to the New Deal. Princeton University Press.

Fox, L. (2019). The Supplemental Poverty Measure: 2018 (Current Population Reports No. P60-268). U.S. Census Bureau.

Fox, L., Rothbaum, J., & Shantz, K. (2022). Fixing errors in a SNAP: Addressing SNAP underreporting to evaluate poverty. In W. R. Johnson & M. Roth (Eds.), AEA papers and proceedings (Vol. 112, pp. 330–334). American Economic Association.

Fox, L. E., Heggeness, M. L., & Stevens, K. (2017). Precision in measurement: Using SNAP administrative records to evaluate poverty measurement (SEHSD Working Paper No. 49). U.S. Census Bureau. https://www.census.gov/content/dam/Census/library/working-papers/2017/demo/SEHSD-WP2017-49.pdf

Fox, L. E., Wimer, C., Garfinkel, I., Kaushal, N., & Waldfogel, J. (2015). Waging war on poverty: Poverty trends using a historical supplemental poverty measure. Journal of Policy Analysis and Management, 34(3), 567–592. https://doi.org/10.1002/pam.21833\

Garner, T. I., & Munoz, J. (2021). Choices in defining and estimating poverty thresholds: Focus on the U.S. Supplemental Poverty Measure (Working Paper No. WP-546). U.S. Bureau of Labor Statistics. https://www.bls.gov/pir/spm/garner_spm_choices_03_15_21.pdf

Geertz, C. (2008). Thick description: Toward an interpretive theory of culture. In T. S. Oakes & P. L. Price (Eds.), The cultural geography reader (pp. 41–51). Routledge.

Gelber, A. M., & Mitchell, J. W. (2012). Taxes and time allocation: Evidence from single women and men. Review of Economic Studies, 79(3), 863–897.

Gennetian, L. A., & Gassman-Pines, A. (2023). The effects of the 2021 Child Tax Credit on parents’ psychological well-being. Annals of the American Academy of Political and Social Science, 710(1), 124–140.

Godinez-Puig, L., Boddupalli, A., & Mucciolo, L. (2022). Lessons learned from expanded Child Tax Credit outreach to immigrant communities in Boston. Urban Institute.

Goldin, J., Homonoff, T., Javaid, R., & Schafer, B. (2022b). Tax filing and take-up: Experimental evidence on tax preparation outreach and benefit claiming. Journal of Public Economics, 206, 104550.

Goldin, J., Maag, E., & Michelmore, K. (2022a). Estimating the net fiscal cost of a child tax credit expansion. Tax Policy and the Economy, 36(1), 159–195.

Goldin, J., & Michelmore, K. (2020). Who benefits from the Child Tax Credit? (NBER Working Paper No. w27940). National Bureau of Economic Research.

Goldsmith, O. S. (2010). The Alaska permanent fund dividend: A case study in implementation of a basic income guarantee. Institute of Social and Economic Research, University of Alaska Anchorage. https://scholarworks.alaska.edu/bitstream/handle/11122/4170/bien_xiii_ak_pfd_lessons.pdf?sequence=1&isAllowed=y

Golosov, M., Graber, M., Mogstad, M., & Novgorodsky, D. (2024). How Americans respond to idiosyncratic and exogenous changes in household wealth and unearned income. The Quarterly Journal of Economics, 139(2), 1321–1395.

Gordon, S. H., Chen, L., DeLew, N., & Sommers, B. D. (2024). COVID-19 Medicaid continuous enrollment provision yielded gains in postpartum continuity of coverage: Study examines Medicaid continuous enrollment on postpartum continuity of coverage. Health Affairs, 43(3), 336–343.

Government Accountability Office. (2016). Refundable tax credits: Comprehensive compliance strategy and expanded use of data could strengthen IRS’s efforts to address noncompliance (GAO-16-475).

Government Accountability Office. (2022a). Tax filing: 2021 performance underscores need for irs to address persistent challenges (GAO-22-104938).

Government Accountability Office. (2022b). COVID-19: Current and future federal preparedness requires fixes to improve health data and address improper payments (GAO-22-105397).

Government Accountability Office. (2023). Unemployment insurance: Estimated amount of fraud during pandemic likely between $100 billion and $135 billion (GAO-23-106696). https://www.gao.gov/products/gao-23-106696

Greenstein, R., Wancheck, J., & Marr, C. (2019). Reducing overpayments in the Earned Income Tax Credit. Center for Budget and Policy Priorities.

Grogger, J. (2003). The effects of time limits, the EITC, and other policy changes on welfare use, work, and income among female-headed families. Review of Economics and Statistics, 85(2), 394–408.

Gudmunson, C. G., Son, S., Lee, J., & Bauer, J. W. (2010). EITC participation and association with financial distress among rural low‐income families. Family Relations, 59(4), 369–382.

Guyton, J., Leibel, K., Manoli, D., Patel, A., Payne, M., & Schafer, B. (2024). The effects of EITC correspondence audits on low-income earners. Tax Policy and the Economy, 38(1), 163–207.

Hamad, R., Gosliner, W., Brown, E., Hoskote, M., Jackson, K., Esparza, E., & Fernald, L. (2022). Understanding take-up of the Earned Income Tax Credit among Californians with low income. Health Affairs, 41(12), 1715–1724. https://doi.org/10.1377/hlthaff.2022.00713

Hamilton, L., Bellisle, D., Brugger, L., Roll, S., Fox-Dichter, S., & Pitman, E. (2024). “It saved us”: Parent perspectives of the 2021 expanded Child Tax Credit. SN Social Sciences, 4(2), 26.

Hamilton, L., Roll, S., Despard, M., Maag, E., Chun, Y., Brugger, L., & Grinstein-Weiss, M. (2022b). The impacts of the 2021 expanded Child Tax Credit on family employment, nutrition, and financial well-being: Findings from the Social Policy Institute’s Child Tax Credit Panel (Wave 2) (Brookings Global Working Paper No. 173). Global Economy and Development at Brookings.

Han, J., Meyer, B. D., & Sullivan, J. X. (2022). Real-time poverty, material well-being, and the Child Tax Credit. National Tax Journal, 75(4), 817–846.

Hardy, B., Hill, H. D., & Romich, J. (2019). Strengthening social programs to promote economic stability during childhood. Social Policy Report, 32(2), 1–36.

Hardy, B. L. (2017). Income instability and the response of the safety net. Contemporary Economic Policy, 35(2), 312–330.

Heggeness, M. L., Alexander, T., & Stern, S. (2012). Alternative strategies for grouping people into resource units: Measuring poverty in the American Community Survey (SEHSD Working Paper No. WP-2012-09). Social, Economic, and Housing Statistics Division, U.S. Census Bureau.

Heim, B. T. (2007). The incredible shrinking elasticities: Married female labor supply, 1978–2002. Journal of Human Resources, 42(4), 881–918.

Heisz, A. (2019, July 18). An update on the Market Basket Measure comprehensive review. Income Research Paper Series. Statistics Canada. https://www150.statcan.gc.ca/n1/pub/75f0002m/75f0002m2019009-eng.htm

Hill, H. D., Morris, P., Gennetian, L. A., Wolf, S., & Tubbs, C. (2013). The consequences of income instability for children’s well‐being. Child Development Perspectives, 7(2), 85–90.

Hokayem, C., Bollinger, C., & Ziliak, J. P. (2015). The role of CPS nonresponse in the measurement of poverty. Journal of the American Statistical Association, 110(511), 935–945.

Holt, S. (2016, July 25). The role of the IRS as a social benefit administrator. American Enterprise Institute.

Holzer, H. J. (2023). Should the Earned Income Tax Credit rise for childless adults? IZA World of Labor, 184. https://doi.org/10.15185/izawol.184v2

Holzer, H. J., Hubbard, G., & Strain, M. R. (2024). Did pandemic unemployment benefits increase unemployment? Evidence from early state‐level expirations. Economic Inquiry, 62(1), 24–38.

Hotz, V. J., Mullin, C. H., & Scholz, J. K. (2002). Welfare, employment, and income: Evidence on the effects of benefit reductions from California. American Economic Review, 92(2), 380–384.

Hotz, V. J., & Scholz, J. K. (2003). The Earned Income Tax Credit. In R. Moffitt (Ed.), Means-tested transfer programs in the United States (pp. 141–198). University of Chicago Press.

House, E. R. (2008). Qualitative evaluation and changing social policy. In N. K. Denzin & Y. S. Lincoln (Eds.), Collecting and interpreting qualitative materials (3rd ed., pp. 623–640). Sage Publications.

Hoynes, H. W., & Patel, A. J. (2018). Effective policy for reducing poverty and inequality?: The Earned Income Tax Credit and the distribution of income. Journal of Human Resources, 53(4), 859–890.

Hoynes, H. W., & Schanzenbach, D. W. (2018). Safety net investments in children (NBER Working Paper No. w24594). National Bureau of Economic Research.

Inflation Reduction Act of 2022, H.R. 5376, 117th Cong. (2021–2022). https://www.congress.gov/bill/117th-congress/house-bill/5376

Internal Revenue Service. (n.d.a). EITC participation rate by states. https://www.eitc.irs.gov/eitc-central/participation-rate-by-state/eitc-participation-rate-by-states

Internal Revenue Service. (n.d.b). Child and Dependent Care Credit FAQs. https://www.irs.gov/newsroom/child-and-dependent-care-credit-faqs

Internal Revenue Service. (n.d.c). Eligibility for the Premium Tax Credit. https://www.irs.gov/affordable-care-act/individuals-and-families/eligibility-for-the-premium-tax-credit

Internal Revenue Service. (2021). SOI tax stats: Advance Child Tax Credit payments in 2021. https://www.irs.gov/statistics/soi-tax-stats-advance-child-tax-credit-payments-in-2021

Internal Revenue Service. (2022). Questions and answers about the first economic impact payment — topic A: Eligibility. https://www.irs.gov/newsroom/questions-and-answers-about-the-first-economic-impact-payment-topic-a-eligibility

Internal Revenue Service. (2023). 2023 agency financial report. U.S. Department of the Treasury. https://www.irs.gov/pub/irs-prior/p5456--2023.pdf

Internal Revenue Service. (2025). Individual tax returns complete report, 2022 (Publication No. 1304). Statistics of Income Division, U.S. Department of the Treasury.

Iraheta, S., & Morey, B. N. (2023). Mixed-immigration status families during the COVID-19 pandemic. Health Equity, 7(1), 243–250.

Isaacs, K. P., & Whittaker, J. M. (2021, March 17). Unemployment insurance provisions in the American Rescue Plan Act of 2021 (CRS In Focus No. IF11786). Congressional Research Service, U.S. Congress. https://www.congress.gov/crs-product/IF11786

Jacob, B. A., & Ludwig, J. (2012). The effects of housing assistance on labor supply: Evidence from a voucher lottery. American Economic Review, 102(1), 272–304.

Jahnke, S., & Williams, S. (2023). Racial disparities in the Earned Income Tax Credit: The role of IRS audits. Preventive Medicine, 174, 107683. https://doi.org/10.1016/j.ypmed.2023.107683

Jones, J. W. (2024). SNAP spending rose and fell with pandemic-era changes to benefit amounts. Economic Research Service, U.S. Department of Agriculture. https://www.ers.usda.gov/amber-waves/2024/june/snap-spending-rose-and-fell-with-pandemic-era-changes-to-benefit-amounts

Jones, M. R. (2014). Changes in EITC eligibility and participation: 2005–2009. In tax administration at the centennial: An IRS-TPC research conference (pp. 45–61). https://nces.ed.gov/FCSM/pdf/E2_Jones_2013FCSM-508.pdf

Jones, M. R., & Ziliak, J. P. (2022). The antipoverty impact of the EITC: New estimates from survey and administrative tax records. National Tax Journal, 75(3), 451–479.

Juhn, C., Murphy, K. M., & Topel, R. H. (2002). Current unemployment, historically contemplated. Brookings Papers on Economic Activity, 2002(1), 79–116.

Kaiser Family Foundation. (2024). Unwinding of Medicaid continuous enrollment: Key themes from the field. https://www.kff.org/medicaid/issue-brief/unwinding-of-medicaid-continuous-enrollment-key-themes-from-the-field/

Kang, H. (2022). The Child Tax Credit and labor market outcomes of mothers. University of Kentucky Center for Poverty Research. https://hyeinkang.weebly.com/uploads/1/3/9/3/139322079/jmp.pdf

Karpman, M., & Maag, E. (2022). Lack of awareness and confusion over eligibility prevented some families from getting Child Tax Credit payments. Urban Institute. https://www.urban.org/research/publication/lack-awareness-and-confusion-over-eligibility-prevented-some-families-getting

Karpman, M., Maag, E., Kenney, G. M., & Wissoker, D. A. (2021). Who has received advance Child Tax Credit payments, and how were the payments used? Urban Institute.

Kauff, J., Clary, E., & Schmidt, S. (2023). State TANF policies during the COVID-19 pandemic. Urban Institute. https://www.urban.org/sites/default/files/2023-08/State%20TANF%20Policies%20During%20the%20COVID-19%20Pandemic.pdf

Kleven, H., Landais, C., & Leite-Mariante, G. (2024). The child penalty atlas. (NBER Working Paper No. 31649). National Bureau of Economic Research. https://www.doi.org/10.3386/w31649

Knowles, S., Dehry, I., Shantz, K., & Giannarelli, L. (2023). Welfare rules databook: State TANF policies as of July 2021 (OPRE Report No. 2023-001). Office of Planning, Research and Evaluation, Administration for Children and Families, U.S. Department of Health and Human Services.

Korenman, S., & Remler, D. K. (2016). Including health insurance in poverty measurement: The impact of Massachusetts health reform on poverty. Journal of Health Economics, 50, 27–35.

Korenman, S., Remler, D. K., & Hyson, R. T. (2019). Medicaid expansions and poverty: Comparing supplemental and health-inclusive poverty measures. Social Service Review, 93(3), 429–483.

The Kresge Foundation. (2023). Detroit Child Tax Credit campaign final evaluation report. https://kresge.org/resource/detroit-child-tax-credit-campaign-final-evaluation-report/

Kwon, D., Todd, M., Minton, S., & Dwyer, K. (2023). Visualizing state and territory CCDF policies as of October 1, 2022. Urban Institute.

Larrimore, J., Mortenson, J., & Splinter, D. (2020). Presence and persistence of poverty in U.S. tax data (NBER Working Paper No. 26966). National Bureau of Economic Research.

Larrimore, J., Mortenson, J., & Splinter, D. (2023). Unemployment insurance in survey and administrative data. Journal of Policy Analysis and Management, 42(2), 571–579.

Lee, J. (2020). Operationalizing language access rights for limited English proficient taxpayers. Tax Law: Tax Law & Policy eJournal.

Lee, J., Acevedo-Garcia, D., Collyer, S., Joshi, P., Kaushal, N., Walters, A. N., & Wimer, C. (2024). The role of government transfers in the child poverty gap by race and ethnicity: A focus on Black, Latino, and White children (Poverty and Social Policy Brief).

Leibel, K., Lin, E., & McCubbin, J. (2020). Welfare considerations of EITC qualifying child noncompliance (Working Paper No. 120). Office of Tax Analysis, U.S. Department of the Treasury. https://home.treasury.gov/system/files/131/WP-120.pdf

Lin, D. (2022). Methods and assumptions of the CPS ASEC tax model (SEHSD Working Paper No. FY-2022-18). U.S. Census Bureau.

Linos, E., Prohofsky, A., Ramesh, A., Rothstein, J., & Unrath, M. (2022). Can nudges increase take-up of the EITC? Evidence from multiple field experiments. American Economic Journal: Economic Policy, 14(4), 432–452.

Lippold, K. (2019). The effects of the Child Tax Credit on labor supply. Office of Tax Analysis, U.S. Department of the Treasury.

Lippold, K., & Łuczywek, B. (2023). Estimating income effects on earnings using the 2021 Child Tax Credit expansions. https://beata-luczywek.com/publication/job-market_paper/

Long, C. (2023). SNAP emergency allotments are ending. U.S. Department of Agriculture. https://www.usda.gov/about-usda/news/blog/snap-emergency-allotments-are-ending

Lunder, E. K. (2015). Legal authority for aliens to claim refundable tax credits: In brief (CRS Report No. R44290). Congressional Research Service. https://www.congress.gov/crs-product/R44290

Lunder, E. K., & Crandall-Hollick, M. L. (2014). Federal income taxes and noncitizens: Frequently asked questions (CRS Report No. R43840). Congressional Research Service. https://www.congress.gov/crs-product/R43840

Lunder, E. K., & Crandall-Hollick, M. L. (2016). Federal income taxes and noncitizens: Frequently asked questions (CRS Report No. R44290). Congressional Research Service. https://crsreports.congress.gov/product/pdf/R/R44290

Maag, E. (2005). Paying the price?: Low income parents and the use of paid tax preparers. Urban Institute.

Maag, E., & Airi, N. (2020). Moving forward with the Earned Income Tax Credit and Child Tax Credit. National Tax Journal, 73, 1163–1186. https://doi.org/10.17310/ntj.2020.4.11

Maag, E., Airi, N., & Collyer, S. (2023). Implications of alternative designs of the Child Tax Credit. Annals of the American Academy of Political and Social Science, 710(1), 209–228.

Maag, E., & Brugger, L. (2021). Immigrant parents are less aware of Child Tax Credit than US-born parents and more likely to plan to use it to invest in education, fill gaps in child care and health care. Tax Policy Center. https://taxpolicycenter.org/taxvox/immigrant-parents-are-less-aware-child-tax-credit-us-born-parents-and-more-likely-plan-use-it

Mammen, S., Lawrence, F., Marie, P., Berry, A., & Knight, S. (2011). The Earned Income Tax Credit and rural families: Differences between non-participants and participants. Journal of Family and Economic Issues, 32, 461–472.

Maxwell, J. A. (2013). Conceptual framework: What do you think is going on? In Qualitative research design: An interactive approach (4th ed., pp. 39–72). Sage Publications.

McClelland, R., & Mok, S. (2012). A review of recent research on labor supply elasticities. Congressional Budget Office.

McDermott, D., Cox, C., & Amin, K. (2021). Impact of key provisions of the American Rescue Plan Act of 2021 COVID-19 relief on marketplace premiums. Kaiser Family Foundation. https://www.kff.org/affordable-care-act/issue-brief/impact-of-key-provisions-of-the-american-rescue-plan-act-of-2021-covid-19-relief-on-marketplace-premiums/

Medicaid.gov. (n.d.). Unwinding and returning to regular operations after COVID-19 [Archived]. Centers for Medicare & Medicaid Services. https://www.medicaid.gov/resources-for-states/coronavirus-disease-2019-covid-19/unwinding-and-returning-regular-operations-after-covid-19

Meer, J., & Witter, J. (2023). Effects of the Earned Income Tax Credit for childless adults: A regression discontinuity approach. Tax Policy and the Economy, 37(1), 175–198.

Meyer, B. D. (2002). Labor supply at the extensive and intensive margins: The EITC, welfare, and hours worked. American Economic Review, 92(2), 373–379.

Meyer, B. D., Han, J., & Sullivan, J. X. (2024). Poverty, hardship, and government transfers (NBER Working Paper No. w33052). National Bureau of Economic Research.

Meyer, B. D., & Mittag, N. (2019). Using linked survey and administrative data to better measure income: Implications for poverty, program effectiveness, and holes in the safety net. American Economic Journal: Applied Economics, 11(2), 176–204.

Meyer, B. D., Mittag, N., & Goerge, R.M. (2018). Errors in survey reporting and imputation and their effects on estimates of food stamp program participation (NBER Working Paper No. 25143). National Bureau of Economic Research.

Meyer, B. D., Mok, W. K., & Sullivan, J. X. (2009). The under-reporting of transfers in household surveys: Its nature and consequences (NBER Working Paper No. w15181). National Bureau of Economic Research.

Meyer, B. D., Mok, W. K., & Sullivan, J. X. (2015). Household surveys in crisis. Journal of Economic Perspectives, 29(4), 199–226.

Meyer, B. D. & Rosenbaum, D. T. (2001). Welfare, the Earned Income Tax Credit, and the labor supply of single mothers. The Quarterly Journal of Economics, 116(3), 1063–1114.

Meyer, B. D., & Sullivan, J. X. (2003). Measuring the well-being of the poor using income and consumption. Journal of Human Resources, 38(Suppl.), 1180–1220.

Meyer, B. D., & Sullivan, J. X. (2012). Identifying the disadvantaged: Official poverty, consumption poverty, and the new Supplemental Poverty Measure. Journal of Economic Perspectives, 26(3), 111–136.

Meyer, B. D., & Sullivan, J. X. (2018). Levels and changes in income poverty, consumption poverty, and material well-being: A response to Shaefer and Rivera (2018) (Working Paper No. 2018-09). American Enterprise Institute Economics.

Meyer, B. D., Wu, D., Finley, G., Langetieg, P., Medalia, C., Payne, M., & Plumley, A. (2020). The accuracy of tax imputations: Estimating tax liabilities and credits using linked survey and administrative data (NBER Working Paper No. 28229). National Bureau of Economic Research. https://doi.org/10.3386/w28229

Meyer, B. D., Wu, D., Finley, G., Langetieg, P., Medalia, C., Payne, M., & Plumley, A. (2022). The accuracy of tax imputations: Estimating tax liabilities and credits using linked survey and administrative data. In R. Chetty, J. N. Friedman, J. C. Gornick, B. Johnson, & A. Kennickell (Eds.), Measuring and understanding the distribution and Intra and Inter-generational mobility of income and wealth (pp. 459–498). University of Chicago Press. https://www.nber.org/system/files/chapters/c14441/c14441.pdf

Meyer, B. D., Wyse, A., & Corinth, K. (2023). The size and census coverage of the US homeless population. Journal of Urban Economics, 136, 103559.

Michelmore, K. (2025). Tax credits and child outcomes: Lessons from the United States, the United Kingdom, and Canada. Fiscal Studies, 46(1), 65–90. https://doi.org/10.1111/1475-5890.12396

Michelmore, K., & Pilkauskas, N. (2021). Tots and teens: How does child’s age influence maternal labor supply and child care response to the Earned Income Tax Credit? Journal of Labor Economics, 39(4), 895–929.

Michelmore, K., & Pilkauskas, N. V. (2023). The 2021 Child Tax Credit: Who received it and how did they spend it? In AEA Papers and Proceedings (Vol. 113, pp. 413–419). American Economic Association.

Miller, C., Katz, L. F., Azurdia, G., Isen, A., Schultz, C., & Aloisi, K. (2018). Boosting the Earned Income Tax Credit for singles: Final impact findings from the Paycheck Plus demonstration in New York City. MDRC.

Miller, C., Katz, L. F., & Isen, A. (2022). Increasing the Earned Income Tax Credit for childless workers: A synthesis of findings from the Paycheck Plus demonstration. MDRC.

Mittag, N. (2019). Correcting for misreporting of government benefits. American Economic Journal: Economic Policy, 11(2), 142–164.

Moellman, N., Vaughn, C. N., & Ziliak, J. P. (2023). The effects of the 2021 Child Tax Credit on food insecurity and financial hardship. Annals of the American Academy of Political and Social Science, 710(1), 90–107.

Moffitt, R. A. (Ed.). (2016). Economics of means-tested transfer programs in the United States (Vols. 1–2). University of Chicago Press.

Morduch, J., & Schneider, R. (2017). The financial diaries: How American families cope in a world of uncertainty. Princeton University Press.

National Academies of Sciences, Engineering, and Medicine. (2018). Reengineering the Census Bureau’s annual economic surveys. The National Academies Press. https://doi.org/10.17226/25098.

National Academies of Sciences, Engineering, and Medicine. (2019). A roadmap to reducing child poverty. The National Academies Press. https://doi.org/10.17226/25246

National Academies of Sciences, Engineering, and Medicine. (2023). An updated measure of poverty: (Re)drawing the line. The National Academies Press. https://doi.org/10.17226/26825

National Academies of Sciences, Engineering, and Medicine. (2024). Reducing intergenerational poverty. The National Academies Press. https://doi.org/10.17226/27058

National Conference of State Legislatures. (2024a). Child Tax Credit enactments. https://www.ncsl.org/human-services/child-tax-credit-enactments

National Conference of State Legislatures. (2024b). Earned Income Tax Credit enactments. https://www.ncsl.org/human-services/eitc-enactments

National Low Income Housing Coalition. (2023). Nearly three-fourths of ERA2 funds expended [Memo]. https://nlihc.org/resource/nearly-three-fourths-era2-funds-expended

National Research Council. (1995). Measuring poverty: A new approach. The National Academies Press. https://doi.org/10.17226/4759.

Nichols, A., & Rothstein, J. (2015). The Earned Income Tax Credit. In R. A. Moffit (Ed.), Economics of means-tested transfer programs in the United States (Vol. 1, pp. 137–218). University of Chicago Press.

Nitto, A. M., Crespo-Bellido, M., Yenerall, J., Anderson Steeves, E. T., Kersten, S. K., Vest, D., & Hill, J. L. (2024). Mixed methods evaluation of the COVID-19 changes to the WIC cash-value benefit for fruits and vegetables. Frontiers in Public Health, 12, 1371697.

Office of Unemployment Insurance. (n.d.). Pandemic unemployment assistance [Fact sheet]. U.S. Department of Labor. https://oui.doleta.gov/unemploy/pdf/PUA_FactSheet.pdf

Orshansky, M. (1965). Counting the poor: Another look at the poverty profile. Social Security Bulletin, 28(1), 3–29.

Pac, J., & Berger, L. M. (2024). Quasi‐experimental evidence on the employment effects of the 2021 fully refundable monthly Child Tax Credit. Journal of Policy Analysis and Management, 43(1), 192–213.

Pacas, J. D., & Rothwell, D. W. (2020). Why is poverty higher in rural America according to the Supplemental Poverty Measure? An investigation of the geographic adjustment. Population Research and Policy Review, 39(5), 941–975.

Padgett, D. K. (2016). Designing the study and getting started. In Qualitative methods in social work research (3rd ed., pp. 57–78). Sage Publications.

Page, M. E. (2024). New advances on an old question: Does money matter for children’s outcomes? Journal of Economic Literature, 62(3), 891–947.

Pandemic Oversight. (2021a). Economic impact payments — second round. Pandemic Response Accountability Committee. https://www.pandemicoversight.gov/news/articles/economic-impact-payments-second-round#:~:text=Single%20adults%20who%20reported%20a,additional%20%24600%20for%20each%20child

Pandemic Oversight. (2021b). How much money did pandemic unemployment programs pay out? Pandemic Response Accountability Committee. https://pandemicoversight.gov/news/articles/how-much-money-did-pandemic-unemployment-programs-pay-out

Parker, J. A., Schild, J., Erhard, L., & Johnson, D. S. (2022). Economic impact payments and household spending during the pandemic. Brookings Papers on Economic Activity, 2022(2), 81–156.

Parolin, Z., Ananat, E., Collyer, S. M., Curran, M., & Wimer, C. (2021). The initial effects of the expanded Child Tax Credit on material hardship (NBER Working Paper No. w29285). National Bureau of Economic Research.

Parolin, Z., Collyer, S., & Curran, M. A. (2022). Absence of monthly Child Tax Credit leads to 3.7 million more children in poverty in January 2022. Poverty and Social Policy Brief, 6(2), 1–5.

Passel, J. & Cohn, D. (2011). Unauthorized immigrant population: National and state trends 2010. Pew Research Center. https://assets.pewresearch.org/wp-content/uploads/sites/7/reports/133.pdf

Passel, J. S., & Cohn, D. (2018). U.S. unauthorized immigrant total dips to lowest level in a decade. Pew Research Center. https://www.pewresearch.org/hispanic/wp-content/uploads/sites/5/2019/03/Pew-Research-Center_2018-11-27_U-S-Unauthorized-ImmigrantsTotal-Dips_Updated-2019-06-25.pdf

Passel, J. S., & Clark, R. (1998). Immigrants in New York: Their legal status, incomes, and taxes. The Urban Institute. http://webarchive.urban.org/publications/407432.html

Passel, J. S., Van Hook, J., & Bean, F. D. (2006). Narrative profile with adjoining tables of unauthorized migrants and other immigrants, based on Census 2000: Characteristics and methods. Sabre Systems, Inc.

Patton, M. Q. (1999). Enhancing the quality and credibility of qualitative analysis. Health Services Research, 34(5 Pt 2), 1189–1208.

Pilkauskas, N. V., Michelmore, K., & Kovski, N. (2023). The 2021 Child Tax Credit, the living arrangements and housing affordability of families with low incomes (NBER Working Paper No. w31339). National Bureau of Economic Research.

Pilkauskas, N. V., Michelmore, K., Kovski, N. & Shaefer, H. L. (2024). The expanded Child Tax Credit and economic wellbeing of low-income families. Journal of Population Economics, 37(4), 68.

Polit, D. F., & Beck, C. T. (2010). Analysis of qualitative data. In D. F. Polit & C. T. Beck, Essentials of nursing research: Appraising evidence for nursing practice (7th ed., pp. 462–488). Lippincott Williams & Wilkins.

Provencher, A. (2011). Unit of analysis for poverty measurement: A comparison of the Supplemental Poverty Measure and the Official Poverty Measure (SEHSD Working Paper No. 2010-14). Social, Economic, and Housing Statistics Division, U.S. Census Bureau.

Remler, D. K., & Korenman, S. (2022). Incorporating cost-sharing needs and benefits in a health-inclusive poverty measure: Tradeoffs, limitations, and a new approach [Paper presentation]. 2022 Meetings of the American Society of Health Economics, Austin TX.

Renwick, T. (2011). Geographic adjustments of Supplemental Poverty Measure thresholds: Use the American Community Survey five-year data on housing costs (SEHSD Working Paper). Social, Economic, and Housing Statistics Division, U.S. Census Bureau. http://www.census.gov/hhes/povmeas/methodology/supplemental/research/Renwick_SGE2011.pdf

Renwick, T., & Garner, T. I. (2020). Changing the housing share of poverty thresholds for the Supplemental Poverty Measure and equivalence scales: Does consumer unit size matter? (Economic Working Paper No. 527). U.S. Bureau of Labor Statistics. https://www.bls.gov/osmr/research-papers/2020/ec200090.htm

Rodriguez Accounting & Consulting. (2021). IRS announces Spanish-language Child Tax Credit assistant tool. https://rodriguezacc.com/2021/07/14/irs-announces-spanish-language-child-tax-credit-assistant-tool/

Ross Phillips, K. (2001). Who knows about the earned income tax credit? Assessing the new federalism (Policy Brief B-27). The Urban Institute.

Rothbaum, J., & Bee, A. (2021). Coronavirus infects surveys, too: Survey nonresponse bias and the coronavirus pandemic. U.S. Census Bureau.

Saez, E. (2002). Optimal income transfer programs: Ontensive versus extensive labor supply responses. The Quarterly Journal of Economics, 117(3), 1039–1073.

Sallee, M. W., & Flood, J. T. (2012). Using qualitative research to bridge research, policy, and practice. Theory Into Practice, 51(2), 137–144.

Schanzenbach, D. W., & Strain, M. R. (2021). Employment effects of the Earned Income Tax Credit: Taking the long view. Tax Policy and the Economy, 35(1), 87–129.

Schanzenbach, D. W., & Strain, M. R. (2024). Employment and labor supply responses to the Child Tax Credit expansion: Theory and evidence (NBER Working Paper No. w32552). National Bureau of Economic Research.

Scherpf, E., Newman, C., & Prell, M. (2015). Improving the assessment of SNAP targeting using administrative records (ERR-186). Economic Research Service, U.S. Department of Agriculture. https://www.ers.usda.gov/sites/default/files/_laserfiche/publications/45368/52922_err186.pdf?v=78889

Shaefer, H. L., & Rivera, J. (2018). Comparing trends in poverty and material hardship over the past two decades (Working Paper No. 5-17). University of Michigan Poverty Solutions.

Shantz, K., and Fox, L. E. (2018). Precision in measurement: Using state-level Supplemental Nutrition Assistance Program and Temporary Assistance for Needy Families administrative records and the Transfer Income Model (TRIM3) to evaluate poverty measurement. (Working Paper No. 2018-30) U.S. Census Bureau. https://www.census.gov/content/dam/Census/library/working-papers/2018/demo/SEHSD-WP2018-30.pdf

Shantz, K., Giannarelli, L., Dehry, I., Knowles, S., & Minton, S. (2023). State TANF policies during the COVID-19 pandemic. Office of Planning, Research, and Evaluation, U.S. Department of Health and Human Services. https://www.acf.hhs.gov/sites/default/files/documents/opre/WRD%202021%20COVID%20Special%20Topics%20%286%2029%202023%29.pdf

Shrider, E. A. (2024). Poverty in the United States: 2023 (Report No. P60-283). U.S. Census Bureau. https://www.census.gov/library/publications/2024/demo/p60-283.html

Shrider, E. A., & Creamer, J. (2023). Poverty in the United States: 2022 (Report No. P60-280). U.S. Census Bureau. https://www.census.gov/library/publications/2023/demo/p60-280.html

Shrider, E. A., Kollar, M., Chen, F., & Semega, J. (2021). Income and poverty in the United States: 2020 (Report No. P60-273). U.S. Census Bureau. https://www.census.gov/library/publications/2021/demo/p60-273.html

Snavely, K., & Tracy, M. (2002). Development of trust in rural nonprofit collaborations. Nonprofit and Voluntary Sector Quarterly, 31(1), 62–83.

Social Metrics Commission. (2020). Measuring poverty 2020. Report on Poverty in the UK. https://socialmetricscommission.org.uk/wp-content/uploads/2020/06/Measuring-Poverty-2020-Web.pdf

Social Security Administration. (2024). Social Security numbers for noncitizens (Publication No. 05-10096). https://www.ssa.gov/pubs/EN-05-10096.pdf

Spadafora, F. (2023). US unemployment insurance through the COVID-19 crisis. Journal of Government and Economics, 9, 100069.

Splinter, D., Elwell, J., & Xu, L. (2025). Advance tax credits: Reconciliations and repayments. Joint Committee on Taxation. https://www.davidsplinter.com/AdvanceTaxCredits.pdf

Swindle, R., & Giovannelli, J. (2024). If expanded federal premium tax credits expire, state affordability programs won’t be enough to stem widespread coverage losses. The Commonwealth Fund. https://www.commonwealthfund.org/publications/issue-briefs/2024/sep/if-premium-tax-credits-expire-state-affordability-programs

Tach, L., & Halpern-Meekin, S. (2014). Tax code knowledge and behavioral responses among EITC recipients: Policy insights from qualitative data. Journal of Policy Analysis and Management, 33(2), 413–439. https://doi.org/10.1002/PAM.21739.

Tax Policy Center. (2021). The tax policy briefing book. Urban Institute and Brookings. https://taxpolicycenter.org/briefing-book/what-child-tax-credit

Tax Policy Center. (2024a). How do state child tax credits work? https://taxpolicycenter.org/briefing-book/how-do-state-child-tax-credits-work

Tax Policy Center. (2024b). How do state earned income tax credits work? https://taxpolicycenter.org/briefing-book/how-do-state-earned-income-tax-credits-work

Taxpayer Advocate Service. (n.d.). 2021 Child Tax Credit, dependent care, and EITC. Internal Revenue Service. https://www.taxpayeradvocate.irs.gov/covid-19-home/2021-actc-child-and-dependent-credit-and-eitc/

Taxpayer Advocate Service. (2018). EITC – How a simple educational letter can help avert noncompliance. https://www.taxpayeradvocate.irs.gov/news/nta-blog/ntablog-eitc-how-a-simple-educational-letter-can-help-avert-noncompliance/2018/02/

Taxpayer Advocate Service. (2022). Most serious problem #1: Processing delays (Annual Report to Congress 2021). https://www.taxpayeradvocate.irs.gov/wp-content/uploads/2022/01/ARC21_MSP_01_Processing-Delays.pdf

Thomson, D., Chen, Y., Gennetian, L. A., & Basurto, L. E. (2022). Earned Income Tax Credit receipt by Hispanic families with children: State outreach and demographic factors. Health Affairs, 41(12), 1725–1734.

Tong, P. K. (2014). Tracking EITC qualifying children over time. In Proceedings: Annual Conference on Taxation and Minutes of the Annual Meeting of the National Tax Association (Vol. 107, pp. 1–15). National Tax Association.

Toossi, S. (2024). USDA’s Temporary Pandemic Electronic Benefit Transfer (P-EBT) program issued $70.9 billion in benefits from 2020 to 2023. Economic Research Service, U.S. Department of Agriculture. https://www.ers.usda.gov/amber-waves/2024/june/usda-s-temporary-pandemic-electronic-benefit-transfer-p-ebt-program-issued-70-9-billion-in-benefits-from-2020-to-2023

Unrath, M. (2022). Married… with children? Assessing alignment between tax units and survey households. U.S. Census Bureau.

Unrath, M. (2024). Employment responses to earned income tax benefits: Evidence from California’s Young Child Tax Credit. U.S. Census Bureau.

Urban Institute. (2018). The US Partnership on Mobility from Poverty: Understanding persistent poverty. https://www.urban.org/research/publication/understanding-persistent-poverty

U.S. Census Bureau. (n.d.a). Supplemental Poverty Measure. https://www.census.gov/topics/income-poverty/supplemental-poverty-measure.html

U.S. Census Bureau. (n.d.b). Current Population Survey, Annual Social and Economic Supplement (CPS ASEC). https://www.census.gov/programs-surveys/cps.html

U.S. Census Bureau. (n.d.c). Consumer Income (P60) Publication Series. https://www.census.gov/library/publications/time-series/p60.html

U.S. Census Bureau. (1993). We, the American children (WE-10). https://www.census.gov/library/publications/1993/dec/we-10.html

U.S. Census Bureau. (2020). Demographic turning points for the United States: Population projections for 2020 to 2060 (Report No. P25-1144). U.S. Department of Commerce, Economics and Statistics Administration. https://www.census.gov/library/publications/2020/demo/p25-1144.html

U.S. Census Bureau. (2024). Supplemental Poverty Measure. U.S. Census Bureau. https://www.census.gov/topics/income-poverty/supplemental-poverty-measure.html

U.S. Department of Agriculture. (2021a). USDA increases emergency SNAP benefits for 25 million Americans, ensures COVID-19 relief reaches those in need. https://www.usda.gov/about-usda/news/press-releases/2021/04/01/usda-increases-emergency-snap-benefits-25-million-americans-ensures-covid-19-relief-reaches-those

U.S. Department of Agriculture. (2021b). Biden Administration expands P-EBT to benefit millions of low-income and food insecure children during pandemic [Press release No. 0015.21]. https://www.usda.gov/about-usda/news/press-releases/2021/01/22/biden-administration-expands-p-ebt-benefit-millions-low-income-and-food-insecure-children-during

U.S. Department of Agriculture. (2021c). USDA increases SNAP benefits 15% with funding from American Rescue Plan [Press release No. 0052.21]. https://www.usda.gov/about-usda/news/press-releases/2021/03/22/usda-increases-snap-benefits-15-funding-american-rescue-plan

U.S. Department of Labor. (n.d.). Implementing and operating instructions for the Federal Pandemic Unemployment Compensation (FPUC) program. https://www.dol.gov/sites/dolgov/files/ETA/advisories/UIPL/2020/UIPL_15-20_Attachment_1.pdf

U.S. Department of the Treasury. (n.d.a). Economic impact payments. https://home.treasury.gov/policy-issues/coronavirus/assistance-for-american-families-and-workers/economic-impact-payments

U.S. Department of the Treasury. (n.d.b). Emergency rental assistance program. https://home.treasury.gov/policy-issues/coronavirus/assistance-for-state-local-and-tribal-governments/emergency-rental-assistance-program

U.S. Department of the Treasury. (n.d.c). Allocations and payments. https://home.treasury.gov/policy-issues/coronavirus/assistance-for-state-local-and-tribal-governments/emergency-rental-assistance-program/allocations-and-payments#:~:text=ERA2%20funds%20generally%20expire%20on,the%20ERA%20program%20is%2021.023

U.S. Treasury’s Inspector General for Tax Administration. (2022). American Rescue Plan Act: Accuracy of advance Child Tax Credit periodic payments (Report No. 2022-47-070). https://www.tigta.gov/sites/default/files/reports/2023-06/202347035fr.pdf

USAspending.gov. (n.d.) Spending explorer. Bureau of the Fiscal Service, U.S. Department of the Treasury. https://www.usaspending.gov/explorer/object_class

Vivalt, E., Rhodes, E., Bartik, A. W., Broockman, D. E., Krause, P. K., & Miller, S. (2025). The employment effects of a guaranteed income: Experimental evidence from two U.S. states (NBER Working Paper No. 32719). National Bureau of Economic Research. https://doi.org/10.3386/w32719

Waldfogel, J. (2025). Child benefits: The smart investment for America’s future. Russell Sage Foundation.

Walker, F., Bogle, M., & Maag, E. (2022). Early lessons on increasing participation in the Child Tax Credit. Tax Policy Center. https://taxpolicycenter.org/publications/early-lessons-increasing-participation-child-tax-credit

Walters, J. E. (2020). Organizational capacity of nonprofit organizations in rural areas of the United States: A scoping review. Human Service Organizations: Management, Leadership & Governance, 44(1), 63–91. https://doi.org/10.1080/23303131.2019.1696909

Watkins, K., Theiss, R., & Pontari, L. (2024). What happens when states no longer have federal pandemic child care dollars? Pew Charitable Trust. https://www.pewtrusts.org/en/research-and-analysis/articles/2024/03/21/what-happens-when-states-no-longer-have-federal-pandemic-child-care-dollars

Waxman, E., Gupta, P., & Gonzalez, D. (2021). Initial parent perspectives on the Child Tax Credit advance payments. Urban Institute.

Wheaton, L., & Giannarelli, L. (2000). Underreporting of means-tested transfer programs in the March CPS. In American Statistical Association 2000 proceedings of the sections on government statistics and social statistics (pp. 236–241).

Wheaton, L., & Stevens, K. (2016). The effect of different tax calculators on the Supplemental Poverty Measure (Research report). Urban Institute. https://www.census.gov/library/working-papers/2016/demo/wheaton-stevens-2016.html

Wheaton, L., Wemmerus, N., & Godfrey, T. (2021). Factors contributing to high estimated SNAP participation rates: Insights from microsimulation model comparisons and analysis of CPS-linked SNAP administrative records data. Decision Demographics and Urban Institute. https://www.fcsm.gov/assets/files/docs/H2Wheaton.pdf

Wielk, E., & Snyderman, R. (2024). Credit where credit’s due: Engaging state and local government in refundable tax credit design and administration. Bipartisan Policy Center. https://bipartisanpolicy.org/report/credit-where-credits-due/

Wielk, E., Snyderman, R., & Carothers, A. (2022). Claiming complexity: Solutions to improve take-up and administration of the Child Tax Credit and Earned Income Tax Credit. Bipartisan Policy Center.

Wimer, C., Collyer, S., Harris, D., & Lee, J. (2022). The 2021 child tax credit expansion: Child poverty reduction. Poverty and Social Policy Brief, 6(8).

Wimer, C., Fox, L., Garfinkel, I., Kaushal, N., & Waldfogel, J. (2016). Progress on poverty? New estimates of historical trends using an anchored supplemental poverty measure. Demography, 53(4), 1207–1218.

Winship, S. (2021). The conservative case against child allowances. American Enterprise Institute. https://aei.org/wp-content/uploads/2021/03/The-conservative-case-against-child-allowances.pdf

Winship, S. (2022). How much would creating a child allowance reduce work among parents? American Enterprise Institute. https://aei.org/wp-content/uploads/2022/12/bastian-critique7.pdf

Yale Budget Lab. (2024). Child tax credit options for reform. Yale University. https://budgetlab.yale.edu/research/child-tax-credit-options-reform

Yang, E., Bernardi, A., Metz, R., Miller, C., Katz, L. F., & Isen, A. (2022). An Earned Income Tax Credit that works for singles: Final impact findings from the Paycheck Plus demonstration in Atlanta. MDRC.

Zedlewski, S., & Giannarelli, L. (2015). TRIM: A tool for social policy analysis. Office of the Assistant Secretary for Planning and Evaluation, U.S. Department of Health and Human Services. https://aspe.hhs.gov/pdf-report/trim-tool-social-policy-analysis

Zheng, W. (2023). Child Tax Credit and maternal labor supply. https://doi.org/10.21203/rs.3.rs-2659836/v1

Ziliak, J. P. (2015). Temporary Assistance for Needy Families. In R. A. Moffit (Ed.), Economics of means-tested transfer programs in the United States (Vol. 1, pp. 303–393). University of Chicago Press.