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February 2026

Projected Effects of the New (March 2026) H-1B Visa Lottery

We project that the new DHS H-1B selection rule, going into effect in March 2026, will shift the H-1B visa allocation toward higher-paid and higher-education foreign-born workers, but by less than alternative designs being debated. Based on data from the current random lottery in the last five years, we estimate that the new DHS rule will have no significant impact on wages of U.S.-born workers, including non-college, college-educated, and STEM workers. Any reduction in competition from fewer STEM H-1Bs is offset by a reduction in productivity growth.

Projected Effects of the New (March 2026) H-1B Visa Lottery

November 2025

550,000 Workers Lose Status by End of 2025: Potential Impact by State and Industry

Over 700,000 Temporary Protected Status (TPS) recipients lose legal status by the end of 2025, including 550,000 who are legally working. We estimate that TPS recipients contribute over $36 billion in annual GDP. Withdrawing their work authorization could add to labor shortages in construction, cleaning, and hospitality, especially in Florida, Texas and New York.

550,000 Workers Lose Status by End of 2025: Potential Impact by State and Industry

October 2025

September 2025

The Long-Term Outlook for Social Security: Baseline and Alternative Assumptions

The current Social Security program faces a significant shortfall, equal to 4.2 percent of all future covered payroll over the next 75 years. This shortfall persists under alternative and favorable projections of fertility, interest rates, immigration and the projected impact of AI on future wages.

The Long-Term Outlook for Social Security: Baseline and Alternative Assumptions

The Cost of the Employee Retention Tax Credit

PWBM estimates that the COVID-era Employee Retention Credit (ERC) will have cost more than $300 billion when the IRS finishes processing claims later in 2025, nearly four times the initial projected cost. Most of the ERC was paid retroactively, well after pandemic-related economic disruptions had ended, limiting its effectiveness as a worker retention incentive.

The Cost of the Employee Retention Tax Credit

July 2025

Mass Deportation of Unauthorized Immigrants: Fiscal and Economic Effects

It is well known that mass deportation reduces aggregate economic variables like GDP due to scale effects. We project that deportation also reduces wages of high-skill workers, compromising 63% of workers. Still, authorized low-skilled workers can see their wages increase but only if the deportation policy is permanently sustained after 4 years. Even with new funds provided in the 2025 OBBBA, we estimate that permanent deportation would cost an additional $900 billion over the first 10 years.

Mass Deportation of Unauthorized Immigrants: Fiscal and Economic Effects

June 2025

May 2025

April 2025

The Economic Effects of President Trump’s Tariffs

Many trade models fail to capture the full harm of tariffs. PWBM projects Trump’s tariffs (April 8, 2025) will reduce long-run GDP by about 6% and wages by 5%. A middle-income household faces a $22K lifetime loss. These losses are twice as large as a revenue-equivalent corporate tax increase from 21% to 36%, an otherwise highly distorting tax.

The Economic Effects of President Trump’s Tariffs

March 2025

Shifting Immigration Toward High-Skilled Workers

We evaluate two immigration policies that shift 10 percent of future low-skilled immigration toward either: (i) high-skilled immigrants (“ HSI ”) that otherwise maintains the current share of STEM workers within the high-skilled group, or (ii) only high-skilled STEM workers (“ HSI STEM ”) that increases the share of STEM relative to other high-skill workers. The number of total immigrants remains the same under both policies. Both policies grow the economy, reduce federal debt, and increase wages across all income groups: lower-skilled, higher-skilled non-STEM workers, and higher-skilled STEM workers. In fact, this policy change affords the rare opportunity of a “Pareto improvement” benefitting all groups.

Shifting Immigration Toward High-Skilled Workers

February 2025

January 2025

Eliminating Excess Benefits from the Section 199A Deduction: Options for Reform under TCJA Extension

The deduction for pass-through income under section 199A provides a benefit in excess of 20 percent (“excess benefit”) for some taxpayers due to its interaction with the progressive tax rate system. As Congress considers extending 199A beyond 2025, options to remove the excess benefit while maintaining the 20 percent tax benefit could raise between $46B and $178B over the 10-year budget window, depending on design.

Eliminating Excess Benefits from the Section 199A Deduction: Options for Reform under TCJA Extension

December 2024

November 2024

October 2024

Update on the Revenue Effects of GILTI and FDII, 2026 Rate Changes, and Proposed Policy Reforms

We analyze new data from the US Treasury to examine historical revenue effects of TCJA’s international corporate tax provisions. We also provide updated conventional estimates to assess the revenue impact of scheduled 2026 rate increases on foreign income of US corporations and assess several proposals that aim to further increase tax revenue.

Update on the Revenue Effects of GILTI and FDII, 2026 Rate Changes, and Proposed Policy Reforms

Taxing Foreign Affiliates of U.S.-Domiciled Firms

We explain how the PWBM uses its dynamic Overlapping Generation (OLG) model to analyze tax policies affecting foreign-earned income by affiliates of U.S.-domiciled firms. We evaluate two illustrative policy changes: we show how firms’ tax liabilities and the allocation of capital between domestic and international production are affected by an increase in foreign tax rates and a decrease in U.S. tax exemptions on foreign-derived income.

Taxing Foreign Affiliates of U.S.-Domiciled Firms

The End of the Double Irish: Implications for US Multinationals and Global Tax Competition

After Ireland ended the Double Irish tax planning strategy in 2020, US firms with historical links to Ireland have shifted their intellectual property (IP) away from traditional tax havens to Ireland and the US to take advantage of tax incentives offered by both countries. This has coincided with a significant increase in Irish corporate tax revenue, particularly for less capital-intensive firms. Repatriation of foreign earnings to the United States has also increased, but fiscal benefits to the US have been offset by tax incentives passed under TCJA.

The End of the Double Irish: Implications for US Multinationals and Global Tax Competition

September 2024

Biden’s SAVE Plan – Distributional Impact Analysis

The impact of income-driven repayment (IDR) educational financing plans by income, race, and gender is not generally well understood. Our analysis estimates that approximately 43 percent of the subsidies from President Biden’s Saving on a Valuable Education (SAVE) plan will accrue to current Black student borrowers and 71 percent to current female borrowers. While lower- to middle-income student borrowers stand to gain the most, we estimate that about a fifth of the benefits will go to households in the top 20 percent of the income distribution, and borrowers with graduate-level education who benefit from the SAVE plan tend to experience the highest savings on average.

Biden’s SAVE Plan – Distributional Impact Analysis

August 2024

July 2024

Automatic Retirement Savings Plans for Low-Income Households

We analyze a new illustrative policy to create automatic retirement savings accounts for more than 56 million low-income Americans by 2030. The program is fully financed by removing the gross income adjustment for traditional 401k and similar retirement accounts without any additional contribution from households or employers. The program relies on the existing EITC administration without employer participation. After accounting for risk, individual account balances reach over $200,000 by retirement and any balances can be bequeathed upon death.

Automatic Retirement Savings Plans for Low-Income Households

May 2024

President Biden’s FY2025 Budget Proposal: Budgetary and Economic Effects

PWBM estimates that President Biden’s FY2025 budget proposal would reduce primary deficits by $1.7 trillion over the 2025-2034 budget window. Accounting for economic feedback effects, GDP falls by 0.8 percent relative to current law in 2034. By 2054, debt falls by 5.4 percent and GDP declines by 1.3 percent relative to current law.

President Biden’s FY2025 Budget Proposal: Budgetary and Economic Effects

April 2024

Recent Trends in US Multinational Activity

We examine recent trends in the activities of US multinationals and their foreign affiliates using data from the Bureau of Economic Analysis’s annual survey of US direct investment abroad. Since the passage of the Tax Cuts and Jobs Act (TCJA), multinational activity has become more domestically concentrated, continuing a trend that started before the legislation. This has coincided with a decline in the US effective corporate tax rate and relatively stable foreign effective tax rates.

Recent Trends in US Multinational Activity

Analysis of President Biden’s New Plans for Student Loan Debt Relief – April 2024

We estimate that President Biden’s recently announced “New Plans” to provide relief to student borrowers will cost $84 billion, in addition to the $475 billion that we previously estimated for President Biden’s SAVE plan. Moreover, some debt relief in the New Plans accrues to borrowers in households with income more than the SAVE plan coverage.

Analysis of President Biden’s New Plans for Student Loan Debt Relief – April 2024

March 2024

February 2024

January 2024

How Does Accounting for Population Change Affect Estimates of the Effect of Immigration Policies on the Federal Budget?

We report estimates from the Penn Wharton Budget Model (PWBM) that exempting employment-based green cards from statutory limits for applicants (and their families) who have earned a doctoral or master’s degree in a STEM field---similar to Section 80303 in H.R. 4521---would reduce federal budget deficits by $129 billion from 2025 to 2034. In contrast, a conventional budget estimate, which would include projected increases in federal spending but not the effect of a larger population on federal tax revenues, shows an increase in federal deficits of $4 billion.

How Does Accounting for Population Change Affect Estimates of the Effect of Immigration Policies on the Federal Budget?

November 2023

Explaining the Rise in Prime Age Women’s Employment

The economic costs of the COVID-19 pandemic were widely expected to fall disproportionally on women. Instead, the employment rate of prime age women recovered faster than men’s and rose to its highest point in U.S. history in 2023. We show that the resilience of women’s employment is driven by two long-term trends that predate the pandemic and continued through it: 1) the growing share of women who are college graduates, and 2) the rising labor force participation of college-educated mothers with young children.

Explaining the Rise in Prime Age Women’s Employment

Why are Changes to IRS Funding Always Scored as Increasing the Deficit?

The House of Representatives is considering legislation that would rescind $14.3 billion of IRS funding as a budgetary offset for a package that provides aid to Israel. CBO estimates that the decrease in IRS funding alone would reduce revenue by $26.8 billion over 10 years, increasing the deficit by $12.5 billion. Due to scoring conventions, CBO’s projected deficit increase could not be reversed for any future legislation that adds the $14.3 billion in funding back to the IRS.

Why are Changes to IRS Funding Always Scored as Increasing the Deficit?

October 2023

Pillar Two and the U.S. A Policy Explainer for Navigating the Global Minimum Tax

The OECD expects countries to implement components of Pillar Two, its framework for a global minimum tax, starting in 2024. The US is likely to cede tax rights to foreign jurisdictions if it does not enact new tax law. Pillar Two will likely reshape the nature of tax competition between countries, incentivizing greater use of subsidies and refundable tax credits to counteract higher statutory rates.

Pillar Two and the U.S. A Policy Explainer for Navigating the Global Minimum Tax

When Does Federal Debt Reach Unsustainable Levels?

PWBM estimates that---even under myopic expectations---financial markets cannot sustain more than the next 20 years of accumulated deficits projected under current U.S. fiscal policy. Forward-looking financial markets are, therefore, effectively betting that future fiscal policy will provide substantial corrective measures ahead of time. If financial markets started to believe otherwise, debt dynamics would “unravel” and become unsustainable much sooner.

When Does Federal Debt Reach Unsustainable Levels?

July 2023

Income-Driven Repayment Plans: Modeling Take-up Rates

Federal student loan borrowers can currently choose between several repayment options. When estimating program costs, government agencies have considered several different behavioral repayment models. We find that the most financially savvy rule – where borrowers select the repayment option that minimizes the present value of their future repayments – best explains current borrower choices among repayment options that exist prior to the new Income-Driven Repayment Plan (IDR) “SAVE” plan to be implemented in July 2024.

Income-Driven Repayment Plans: Modeling Take-up Rates

The Build It in America Act: Budgetary and Macroeconomic Effects of Title I

PWBM estimates that Title I of the Build It in America Act would add $76 billion to the budget deficit over the next decade and reduce deficits by $18 billion during the subsequent second decade. It would temporarily boost business investment and GDP during the next two years while lowering GDP in subsequent years. If lawmakers made the extensions permanent, the budgetary cost would rise to $1.25 trillion over the next two decades and GDP would largely remain unchanged, as the tax incentive effects and debt effects mostly offset.

The Build It in America Act: Budgetary and Macroeconomic Effects of Title I

June 2023

The Tax Cuts for Working Families Act: Estimated Budgetary and Distributional Effects

PWBM estimates the Tax Cuts for Working Families Act would reduce federal revenues by $96 billion over a decade, cutting taxes for a majority of households in 2024. Households in the bottom quintile households, and those in the top 1 percent, generally would not benefit. As an illustration, we also consider making the provisions permanent, which raises the estimated ten-year budget cost to be between $419 billion and $527 billion.

The Tax Cuts for Working Families Act: Estimated Budgetary and Distributional Effects

May 2023

The Fiscal Responsibility Act of 2023: Budget Cost Estimates of the Debt Ceiling Agreement

We estimate the Fiscal Responsibility Act (“FRA”) of 2023 will reduce noninterest spending by $1.3 trillion over the 10-year budget window using standard scoring assumptions. If discretionary spending in Fiscal Year 2026, after sequestration is no longer in effect, deviates from standard scoring assumptions, the spending reduction could be as low as $234 billion or as high as $1.8 trillion.

The Fiscal Responsibility Act of 2023: Budget Cost Estimates of the Debt Ceiling Agreement

April 2023

The Long-Term Budget Effects of Permanently Extending the 2017 Tax Cuts and Jobs Act’s Expiring Provisions

Several revenue and spending provisions in The Tax Cuts and Jobs Act (TCJA) are scheduled to expire (“sunset”) by the end of 2025. We estimate that “extenders” (“no sunset”) would increase the federal debt held by the public from 226.0 percent of GDP to 261.1 percent of GDP by 2050.

The Long-Term Budget Effects of Permanently Extending the 2017 Tax Cuts and Jobs Act’s Expiring Provisions

March 2023

President Biden’s Proposal to Extend the Medicare Trust Fund

PWBM estimates that President Biden’s new Medicare proposal would increase the solvency of the Medicare trust fund from the year 2028 to 2053. However, a significant share of that increase comes from redirecting existing (current law) revenue to the trust fund. Another portion comes from unspecific expenditure reductions that lack the details required to score. Counting only new income without unspecified expenditure reductions, we project, as an illustrative alternative, that the HI trust fund would remain solvent until 2037.

President Biden’s Proposal to Extend the Medicare Trust Fund

January 2023

Budgetary Cost of Newly Proposed Income-Driven Repayment Plan

We estimate President Biden’s newly proposed Income-Driven Repayment (IDR) Plan will cost between $333 to $361 billion over the 10-year budget window, more than twice as much as the cost estimate released by the Biden Administration. These costs are in addition to the one-time cost of direct loan forgiveness that we previously estimated at $469 billion .

Budgetary Cost of Newly Proposed Income-Driven Repayment Plan

December 2022

August 2022

The Biden Student Loan Forgiveness Plan: Budgetary Costs and Distributional Impact

President Biden’s new student loan forgiveness plan includes three major components. We estimate that debt cancellation alone will cost up to $519 billion, with about two-thirds of the benefit accruing to households making $88,000 or less. Loan forbearance will cost another $16 billion. The new income-driven repayment (IDR) program would cost another $70 billion, increasing the total plan cost to $605 billion under strict “static” assumptions. However, depending on future IDR program details to be released and potential behavioral (i.e., “non-static”) changes, total plan costs could exceed $1 trillion.

The Biden Student Loan Forgiveness Plan: Budgetary Costs and Distributional Impact

Senate-Passed Inflation Reduction Act: Estimates of Budgetary and Macroeconomic Effects

PWBM estimates that the Senate-passed version of the Inflation Reduction Act would reduce non-interest cumulative deficits by $264 billion over the budget window. The impact on inflation is statistically indistinguishable from zero. GDP falls slightly within the first decade while increasing slightly by 2050. Most, but not all, of the tax increases fall on higher income households.

Senate-Passed Inflation Reduction Act: Estimates of Budgetary and Macroeconomic Effects

July 2022

Inflation Reduction Act: Preliminary Estimates of Budgetary and Macroeconomic Effects

PWBM estimates that the Inflation Reduction Act would reduce non-interest cumulative deficits by $248 billion over the budget window with no impact on GDP in 2031. The impact on inflation is statistically indistinguishable from zero. An illustrative scenario is also presented where Affordable Care Act subsidies are made permanent. Under this illustrative alternative, the 10-year deficit reduction estimate falls to $89 billion.

Inflation Reduction Act: Preliminary Estimates of Budgetary and Macroeconomic Effects

Mortality by Education—an Update

In 2018 and 2019, age-specific mortality rates for ages 60 through 80 continued to decline by 0.5 percent annually. For the same age group, age-specific mortality increased for those without a high school diploma but decreased 2.5 percent for those with a BA or advanced degrees.

Mortality by Education—an Update

The Decline in Fertility: The Role of Marriage and Education

We relate the decline in the birth rate to two demographic factors closely associated with women’s fertility patterns: marriage and educational attainment. Married women are at least three percentage points more likely to have a child than unmarried women, and simultaneously marriage rates among women 25 to 29 declined 15.9 percent since 2006. Women who complete 4 years of college are less likely to have a child, while completion rates of 4 years of college rose 10 percent for women over the past decade.

The Decline in Fertility: The Role of Marriage and Education

June 2022

The U.S. Fiscal Imbalance: June 2022

We estimate that the U.S. federal government faces a permanent fiscal imbalance equal to over 10 percent of all future GDP under current law where future federal spending outpaces tax and related receipts. Federal government debt will climb to 236 percent of GDP by 2050 and to over 800 percent of GDP by year 2095 (within 75 years).

The U.S. Fiscal Imbalance: June 2022

Effects of a State Gasoline Tax Holiday

We provide causal evidence that recent suspensions of state gasoline taxes in three states were mostly passed onto consumers at some point during the tax holiday in the form of lower gas prices: Maryland (72 percent of tax savings passed onto consumers), Georgia (58 percent to 65 percent) and Connecticut (71 percent to 87 percent). However, these price reductions were often not sustained during the entire holiday.

Effects of a State Gasoline Tax Holiday

Total Cost of Universal Pre-K, Including New Facilities

We estimate that each new preschooler for a universal pre-K program requires about $21,000 in new construction costs for facilities expansion. Including non-construction costs, a universal pre-K program for three- and four-year-olds will cost about $351 billion over the 10-year budget window. If made permanent after 10 years, this program will have essentially no impact on long-run GDP. A pre-K program for just four-year-olds reduces the 10-year cost to $196 billion and slightly increases long-run GDP, if that program is made permanent.

Total Cost of Universal Pre-K, Including New Facilities

May 2022

April 2022

March 2022

Effects of a Federal Gas Tax Holiday

We estimate that suspending the federal gas tax from March to December 2022 would lower average gasoline spending per capita between $16 and $47, depending on geographic location and assumptions, but lower federal tax revenue by about $20 billion over that period.

Effects of a Federal Gas Tax Holiday

Projecting Medicaid’s Long Term Care Expenditures

PWBM estimates that Medicaid’s inflation adjusted expenditures on Long Term Care services will increase from $130 billion in 2020 (0.62 percent of GDP) to $179 billion in 2030 (0.71 percent of GDP). We project that Medicaid expenditures on Nursing Home and Home Health will increase 4.7 percent and 6.9 percent per year above inflation through 2030, respectively.

Projecting Medicaid’s Long Term Care Expenditures

Medicare Advantage Auto-Enrollment

PWBM estimates that auto-enrolling into a Medicare Advantage (MA) plan those who age into Medicare and fail to sign up for Medicare Fee-For-Service (FFS) or another MA plan would increase enrollment in the MA program by 1.4 million people in 2032 and increase federal outlays by $189 billion over the 2022-32 period. If we assume that in response to such a policy change people would lose the incentive to enroll in Medicare FFS and instead get automatically enrolled into a MA plan, enrollment would increase by 6.8 million people in 2032 and outlays would increase by $269 billion over the 2022-32 period.

Medicare Advantage Auto-Enrollment

February 2022

Did Wages Keep Up With Inflation in 2021?

We estimate that increases in wage earnings in 2021 offset the higher cost of living due to inflation for most households with incomes between $20,000 and $100,000. Higher-income households saw their earnings rise by more than their cost of living, while the lowest-income households (below $20,000) saw their earnings rise by only one third of their increase in cost of living.

Did Wages Keep Up With Inflation in 2021?

December 2021

Inheritances by race

We estimate that White households inherit over 5.3 times as much as Black households and 6.4 times as much as Hispanic households. White households are 2.8 times more likely than Black households to inherit any wealth. Differences in inheritances reflect and may contribute to wealth differences by race.

Inheritances by race

The Impact of the Build Back Better Act (H.R. 5376) on Inflation

PWBM projects that the spending and taxes in the Build Back Better Act (H.R. 5376), as written, would add up to 0.2 percentage points to inflation over the next two years and reduce inflation by similar amounts later in the decade. As an illustrative alternative, if temporary major spending provisions were made permanent, the bill would add up to a third of a percentage point to near-term inflation and have a negligible impact on inflation later in the decade.

The Impact of the Build Back Better Act (H.R. 5376) on Inflation

Impact of Inflation by Household Income

We estimate that inflation in 2021 will require the average U.S. household to spend around $3,500 more in 2021 to achieve the same level of consumption of goods and services as in recent previous years (2019 or 2020). Moreover, we estimate that lower-income households spend more of their budget on goods and services that have been more impacted by inflation. Lower-income households will have to spend about 7 percent more while higher-income households will have to spend about 6 percent more.

Impact of Inflation by Household Income

November 2021

Macroeconomic Effects of the White House Build Back Better Budget Reconciliation Framework

PWBM estimates that the White House’s Build Back Better reconciliation framework would increase spending by $1.87 trillion over the 10-year budget window and revenues by $1.56 trillion over the same period. By 2050, the proposal would increase federal debt by 2.0 percent and decrease GDP by 0.1 percent, relative to the current law baseline.

Macroeconomic Effects of the White House Build Back Better Budget Reconciliation Framework

October 2021

COVID-19 Learning Loss: Long-run Macroeconomic Effects Update

Using recently available data on learning loss from pandemic school closures, PWBM estimates that projected 2051 GDP is 1.4 percent lower than it would have been without the learning loss. Extending the 2021-22 school year for all public schools by one month would cost $78 billion and limit the reduction in 2051 GDP to 1.0 percent—a net present value gain in GDP of more than $1 trillion over the next three decades, equal to a $15.14 return for each $1 invested.

COVID-19 Learning Loss: Long-run Macroeconomic Effects Update

Expanding the Child Tax Credit: Budgetary, Distributional, and Incentive Effects

PWBM projects the House Ways and Means Committee proposal to temporarily extend the 2021 Child Tax Credit design would provide an average 2022 refundable tax cut of $2,785 to 78 percent of households with children at a budgetary cost of $545 billion over the 10-year budget window. Changes to phase-out and phase-in thresholds would reduce the budgetary cost but also reduce the size of the tax cuts.

Expanding the Child Tax Credit: Budgetary, Distributional, and Incentive Effects

College Employment and Student Performance

Working part-time or full-time while enrolled in college is not uncommon, but students who do so tend to fall behind their peers in terms of grades or spending more time in undergraduate study, even after controlling for other characteristics such as household resources.

College Employment and Student Performance

September 2021

Household Finances and Post-Secondary Enrollment

Even after accounting for differences in observed student ability, students coming from lower-income households are less likely to attend college. If they attend college, lower-income students are also more likely to attend a two-year community college.

Household Finances and Post-Secondary Enrollment

Is Income Implicit in Measures of Student Ability?

Measures of student ability typically used for college admissions implicitly reflect differences in family income across students. However, high school GPA reflects differences in income noticeably less than SAT and ACT scores. However, SAT and ACT scores do capture aspects of student ability missed by school-specific rankings alone.

Is Income Implicit in Measures of Student Ability?

Student Ability and Post-Secondary Outcomes

Student performance in high school is a strong predictor of future success at college, including performance at two-year and four-year colleges, the likelihood of transferring from two-year colleges to four-year colleges, and eventually obtaining degrees.

Student Ability and Post-Secondary Outcomes

Macroeconomic and Distributional Effects of the Scheduled October 2021 Expansion of the Supplemental Nutrition Assistance Program (SNAP)

The USDA re-evaluation of the Thrifty Food Plan increases the average SNAP benefit by $36.24 per person per month starting in October 2021. PWBM projects that the increase in SNAP spending lowers GDP by 0.2 percent by 2031. People who receive SNAP as well as older working age individuals are helped by policy change while young people with high incomes as well as rich retirees are harmed due to lower future wages and a fall in the return to capital.

Macroeconomic and Distributional Effects of the Scheduled October 2021 Expansion of the Supplemental Nutrition Assistance Program (SNAP)

August 2021

Who Attends Community College?

About 30 percent of students who first attend two-year community college are from families with incomes above the median income for students attending four-year colleges. Moreover, upwards of one-fifth of top students from relatively small and large high schools first attend a two-year institution.

Who Attends Community College?

Updated Bipartisan Senate Infrastructure Deal: Budgetary and Economic Effects

The bipartisan Senate infrastructure deal, endorsed by President Biden, authorizes about $548 billion in additional infrastructure investments, which we estimate is funded by $132 billion in new tax provisions and $351 billion in new deficits. We project that proposal would have no significant effect on GDP by end of the budget window (2031) or in the long run (2050).

Updated Bipartisan Senate Infrastructure Deal: Budgetary and Economic Effects

July 2021

Profit Shifting and the Global Minimum Tax

We estimate that the recent OECD proposal for a global minimum tax would triple the effective U.S. tax rate on foreign income from 2 percentage points to 5.8 percentage points. The Biden administration’s proposed changes to the U.S. global minimum tax regime would instead raise the effective U.S. tax rate on foreign income to 12.4 percentage points.

Profit Shifting and the Global Minimum Tax

Projections of Global Intangible Low-Taxed Income: A Validation Exercise

Under current law, PWBM projects that U.S. multinationals will report a cumulative $3.6 trillion in Global Intangible Low-Taxed Income (GILTI) between 2022 and 2031. Data released in July 2021 by the Internal Revenue Service for the 2018 tax year provides the first opportunity for a more extensive validation of PWBM’s model of U.S. multinationals’ tax returns. PWBM projects 2018 GILTI within 5.3 percent of the IRS value, suggesting a very good model fit.

Projections of Global Intangible Low-Taxed Income: A Validation Exercise

President Biden’s FY2022 Budget Proposal: Budgetary and Economic Effects

PWBM estimates that President Biden’s FY2022 budget proposal would increase spending by $5.9 trillion and increase revenue by $3.9 trillion over the 2022-2031 budget window. By 2050, we project that the President’s budget proposals would decrease public debt by 7.3 percent and decrease GDP by 1.1 percent relative to current law.

President Biden’s FY2022 Budget Proposal: Budgetary and Economic Effects

June 2021

Effects of President Biden’s Unauthorized Immigrant Legalization Proposal on SNAP and Payroll Tax

PWBM projects that the legalization provisions of the U.S. Citizenship Act proposed by President Biden would increase per capita spending on the Supplemental Nutrition Assistance Program (SNAP) by 1.2 percent in 2031 and 0.7 percent 2050 relative to the current policy baseline. Per capita payroll taxes would increase by 1.3 and 0.2 percent relative to the current policy baseline, in 2031 and 2050 respectively.

Effects of President Biden’s Unauthorized Immigrant Legalization Proposal on SNAP and Payroll Tax

Republican and Bipartisan Infrastructure Proposals: Budget and Economic Effects

We estimate that Sen. Capito’s $330 billion infrastructure package, funded by user fees over 8 years, would increase GDP by about 0.05 percent in 2050. A $579 billion infrastructure investment being considered by a bipartisan group of senators, would increase output in 2050 by 0.1 percent if funded by user fees or have roughly zero net effect on GDP if deficit financed.

Republican and Bipartisan Infrastructure Proposals: Budget and Economic Effects

Explainer: Economic Effects of Infrastructure Investment

Public infrastructure investment boosts the productivity of private capital and labor, leading to higher output, but this positive effect can be offset if the investment is financed with additional government borrowing. PWBM estimates that an illustrative 10-year, $2 trillion public investment plan will raise public capital by 4.6 percent but lower private capital by 0.8 percent in 2040, with a net zero effect on GDP in 2040.

Explainer: Economic Effects of Infrastructure Investment

May 2021

COVID-19 School Closures: Long-run Macroeconomic effects

PWBM estimates that the learning loss from school closures reduced GDP by 3.6 percent in 2050. Extending the 2021-22 school year by one month would cost about $75 billion nationally but would limit the reduction in GDP to 3.1 percent. This smaller reduction in GDP produces a net present value gain of $1.2 trillion over the next three decades, equal to about a $16 return for each $1 invested in extending the 2021-22 school year.

COVID-19 School Closures: Long-run Macroeconomic effects

President Biden's American Families Plan: Budgetary and Macroeconomic effects

PWBM projects that the American Families Plan (AFP) would spend $2.3 trillion, about $500 billion more than the White House’s estimate, over the 10-year budget window, 2022-2031. We estimate that AFP would raise 1.3 trillion in new tax revenue over the same period. By 2050, the AFP would increase government debt by about 4 percent and decrease GDP by 0.3 percent.

President Biden's American Families Plan: Budgetary and Macroeconomic effects

April 2021

Revenue Effects of President Biden’s Capital Gains Tax Increase

PWBM estimates that raising the top statutory rate on capital gains to 39.6 percent would decrease revenue by $33 billion over fiscal years 2022-2031. If stepped-up basis were eliminated—as proposed in President Biden’s campaign plan—then raising the top rate to 39.6 percent would instead raise $113 billion over 2022-2031.

Revenue Effects of President Biden’s Capital Gains Tax Increase

Corporate Debt: Historical Perspective and Options for Reducing Interest Deductibility

While corporations are at historically high levels of debt relative to assets, leverage remains close to its historical average relative to firms’ market value and relative to interest expense as a fraction of cashflow. In PWBM’s dynamic firm model, reducing the deductibility of interest expenses by 10 percentage points decreases corporate output by 0.26 percent while decreasing corporate debt by 6.76 percent.

Corporate Debt: Historical Perspective and Options for Reducing Interest Deductibility

President Biden’s $2.7 Trillion American Jobs Plan: Budgetary and Macroeconomic Effects

PWBM projects that the American Jobs Plan proposed by President Biden would spend $2.7 trillion and raise $2.1 trillion dollars over the 10-year budget window 2022-2031. The proposal’s business tax provisions continue past the budget window, decreasing government debt by 6.4 percent and decreasing GDP by 0.8 percent in 2050, relative to current law.

President Biden’s $2.7 Trillion American Jobs Plan: Budgetary and Macroeconomic Effects

March 2021

Demographic and Economic Effects of President Biden's Proposal to Legalize Immigrants

PWBM projects that by 2050, the legalization provisions of the U.S. Citizenship Act proposed by President Biden would increase the size of the U.S. population by 4.21 percent, increase GDP by 0.5 percent, but decrease GDP per capita by 0.2 percent. More specific legalization proposals targeted at farm workers, DACA recipients, and essential workers would each increase GDP per capita by 0.1 percent in 2050.

Demographic and Economic Effects of President Biden's Proposal to Legalize Immigrants

Health and Economic Effects of Reducing COVID-19 Vaccine Hesitancy

PWBM projects that vaccinating all those eligible by reducing vaccine hesitancy would prevent up to 8.3 million cases in 2021, increase employment by 2.6 million in December 2021, and boost Q4 2020 to Q4 2021 GDP growth by 2 percentage points. In fact, failure to reduce vaccine hesitancy could lead to a “perfect storm” if people also become optimistic and increase their social contact rates beyond the baseline rates that we previously projected. Indeed, increasing social contact rates to 85 percent of pre-COVID levels by the end of 2021 would lead to up to 4.6 million additional COVID-19 cases in 2021.

Health and Economic Effects of Reducing COVID-19 Vaccine Hesitancy

Budgetary and Economic Effects of Senator Elizabeth Warren’s Wealth Tax Legislation

PWBM projects that the Ultra-Millionaire Tax Act of 2021, introduced by Senator Elizabeth Warren, would raise $2.1 trillion over the standard 10-year budget window (2022-2031) under scoring conventions used by government agencies. Incorporating the effects of enhanced IRS enforcement, our projection rises to $2.4 trillion over 2022-2031 and $2.7 trillion over 2023-2032. Also incorporating macroeconomic effects of the Act reduces estimated revenue to $2.0 trillion over 2022-2031 and $2.3 trillion over 2023-2032. We estimate that the Act would reduce GDP by 1.2 percent in 2050.

Budgetary and Economic Effects of Senator Elizabeth Warren’s Wealth Tax Legislation

COVID-19: Cost of virtual schooling by race and income

PWBM estimates that schools in the Philadelphia and surrounding suburb districts with more Black students are less likely to reopen with in-person instruction relative to schools with more White students, even after controlling for differences in income by district. By March 2021, Black students in grades K-5 have incurred a 11.9 percent loss in lifetime income from school closures while White students have lost 10.4 percent. Students educated in the city face larger losses than students educated in the surrounding suburbs.

COVID-19: Cost of virtual schooling by race and income

Incentive Effects of the Romney and Biden/Neal Child Tax Credit Proposals

This post compares effective marginal tax rates (EMTRs) under the Family Security Act proposed by Sen. Romney and the Child Tax Credit (CTC) expansion proposed by Rep. Neal and President Biden. Married families with children and less than $45,000 in income would face EMTRs 4.4 percentage points higher under the Romney proposal and 6 percentage points higher under the Biden/Neal proposal.

Incentive Effects of the Romney and Biden/Neal Child Tax Credit Proposals

Epidemiological and Economic Effects of the COVID-19 Vaccine in 2021

This brief analyzes the epidemiological and economic effects of maintaining, increasing, or decreasing the current pace of daily COVID-19 vaccinations. PWBM projects that doubling the number of vaccine doses administered daily would boost employment by more than 2 million and real GDP by about 1 percent over the summer of 2021, with smaller effects later in the year.

Epidemiological and Economic Effects of the COVID-19 Vaccine in 2021

February 2021

Background: Marginal Propensities to Consume in the 2021 Economy

PWBM projects that the broad distribution of relief payments in the Biden administration’s proposed plan will flow largely into household savings and will produce only small stimulative effects, with 73 percent of the stimulus going directly into household savings. Sectors affected by the pandemic still face restrictions and are unlikely to grow from stimulus payments, while much of the rest of the economy is operating close to productive capacity.

Background: Marginal Propensities to Consume in the 2021 Economy

Direct Aid in the Biden COVID Relief Plan: Budgetary and Distributional Effects

PWBM estimates that three provisions in the Biden COVID relief plan—direct payments, expanding the Child Tax Credit, and expanding the Earned Income Tax Credit—together would cost $595 billion in calendar year 2021, with 99 percent of households in the bottom 80 percent of incomes receiving a benefit.

Direct Aid in the Biden COVID Relief Plan: Budgetary and Distributional Effects

Macroeconomic Effects of the $1.9 Trillion Biden COVID Relief Plan

PWBM estimates that the $1.9 trillion in spending in the full Biden relief plan would increase GDP in 2021 by 0.6 percent. Over time, the additional public debt resulting from the Biden plan would decrease GDP by 0.2 percent in 2022 and 0.3 percent in 2040.

Macroeconomic Effects of the $1.9 Trillion Biden COVID Relief Plan

January 2021

PWBM Budget Contest: A Flat Benefit for Social Security

As part of PWBM’s “Democratizing the Budget Contest,” Andrew Biggs, Ph.D. proposed a package of Social Security reforms centered around gradually transitioning the program to a flat benefit for new retirees. PWBM projects that this proposal would reduce the program’s conventional 75-year imbalance by 2.44 percent of taxable payroll, leaving a remaining imbalance of 0.8 percent of current law taxable payroll. The proposal would decrease GDP by 0.6 percent in 2030 while increasing GDP by 0.6 percent in 2050.

PWBM Budget Contest: A Flat Benefit for Social Security

PWBM Budget Contest: TEACHUP Early Childhood Education Grants

The TEACHUP program, proposed by Rick Miller, Ph.D. as part of the PWBM Democratizing the Budget Contest, would give grants to states in order to provide full-day preschool for four-year-old children at or below 200 percent of the poverty line. On a conventional basis, PWBM projects that TEACHUP would cost $92.4 billion over ten years and a total of $282.53 billion by 2050. However, on a dynamic basis that includes productivity effects and expansion of the tax base, PWBM estimates that the program would effectively pay for itself by 2050 by holding public debt nearly constant.

PWBM Budget Contest: TEACHUP Early Childhood Education Grants

December 2020

School Reopening During COVID-19: A Cost-Benefit Analysis for Philadelphia Suburbs

We estimate the average cost of a COVID-19 infection for four Philadelphia-area counties at $8,000 to $13,000, less than half of our national average cost estimate ($27,230). We estimate a trade-off between cost of infections to the community from in-person schooling versus the lost future earnings to students from closing schools. For example, if Montgomery county had implemented full in-person school in the fall, we project the costs of infection would have been at most $429 million. However, closing schools costs students as much as $4.4 billion in present value of future wages.

School Reopening During COVID-19: A Cost-Benefit Analysis for Philadelphia Suburbs

November 2020

Startups and Job Creation in the COVID-19 Economy

As of mid-November, there have been 700,000 more business applications in 2020 than at the same point in 2019, especially concentrated in pandemic-affected industries such as online retail. Accounting for this change in industry composition, we project that the 600,000 additional applications in the first three quarters of 2020 will result in 27,000 more employer businesses formed by Q3 2021 and about 120,000 additional jobs.

Startups and Job Creation in the COVID-19 Economy

October 2020

How Are Capital Gains and Dividends Taxed?

This post is part of a series that explains tax concepts. The highest 1 percent of earners are responsible for 71 percent of capital gains realizations. President Trump has proposed lowering the top rate on income from capital gains and dividends, while former Vice President Joe Biden has proposed increasing the top rate for taxpayers with more than $1 million in income.

How Are Capital Gains and Dividends Taxed?

COVID: Trade-offs in School Reopening

We estimate that each month of school closures in response to the COVID pandemic cost current students between $12,000 and $15,000 in future earnings due to lower educational quality. We also estimate total value-of-life, medical, and productivity costs per infection at $38,315 for September 2020. Using these costs, we calculate the cost-benefit threshold to keeping schools closed for October at over 0.355 new expected infections in the community per student kept out of school.

COVID: Trade-offs in School Reopening

Biden’s Healthcare Proposals

The Biden healthcare plan focuses on expanding access and affordability of insurance and decreasing prescription drug prices. We estimate that by 2030, relative to current law, the Biden plan would decrease the uninsurance rate from 10 percent to 6 percent, decrease private insurance premiums by 23 percent and out-of-pocket spending by 16 percent, and decrease the percent of the population that forgoes medical care from 7 percent to 4 percent. The Biden healthcare plan would increase net spending by $352 billion over ten years but would reduce debt by 4.5 percent over that period due to dynamic growth effects.

Biden’s Healthcare Proposals

September 2020

Analyzing President Trump’s Proposed Capital Gains and Dividend Tax Cut

PWBM estimates that reducing the top preferential rates on capital gains and dividends from 20 percent to 15 percent will cost $98.6 billion dollars over the ten year budget window. This tax cut will only benefit tax units in the top 5 percent of the income distribution, with 75 percent of the benefit accruing to those in the top 0.1 percent of the income distribution.

Analyzing President Trump’s Proposed Capital Gains and Dividend Tax Cut

Dynamic Distributional Analysis of the Biden Platform

PWBM uses dynamic distributional analysis to evaluate the effects of the Biden platform on different age and income groups. We find that working-age individuals in the bottom 40 percent of taxable income benefit the most due to expanded health insurance, increases in housing subsidies, and lower cost of prescriptions in the Biden platform, while young, high-income individuals and wealthy retirees see net losses due to tax increases and lower returns on their savings.

Dynamic Distributional Analysis of the Biden Platform

Presidential Candidate Joe Biden’s Proposed Child Tax Credit Expansion

Presidential candidate Joe Biden recently announced a proposal to temporarily expand the Child Tax Credit (CTC). We find that this proposal would cost $110 billion if implemented solely for calendar year 2021 and would cost $1.4 trillion over ten years if extended permanently. While higher income households are more likely to have qualifying children and would see larger average tax cuts ($1160 for the 90-95th percentile), lower income groups would see the largest relative benefit, with after-tax incomes increasing by 9 percent for the bottom quintile.

Presidential Candidate Joe Biden’s Proposed Child Tax Credit Expansion

July 2020

The Increasing Mortality Gap by Education: Differences by Race and Gender

Additional education is associated with similar reductions in mortality rates for men and women—in 2016, for example, men and women with high school degrees had mortality rates 16 percent and 14 percent lower, respectively, than those without degrees. That same year, however, the mortality advantage of completing a high school degree was 18 percentage points higher for White people than for Black people.

The Increasing Mortality Gap by Education: Differences by Race and Gender

June 2020

Business Taxation in the Biden Tax Plan

We use PWBM’s new dynamic model enhancement of the business sector to analyze several foreign and domestic business taxation provisions from the Biden tax plan. While raising the effective tax rate on foreign profits increases domestic capital, wages, and GDP, provisions that raise domestic business taxes have the opposite effect—when combined, these business tax provisions decrease the capital stock by 0.21 percent and decrease wages by 0.69 percent in 2050.

Business Taxation in the Biden Tax Plan

May 2020

April 2020

The Precarious Position of Pennsylvania Healthcare Providers

We report results from a survey of Pennsylvania physicians, finding that more than half report large decreases in hours worked for staff in their workplaces and 44 percent anticipate their income to decrease by more than half. We estimate PA doctors could lose $6 billion in income during 2020 Q3, with 45 percent of those in private practice anticipating shutting down within the next six months.

The Precarious Position of Pennsylvania Healthcare Providers

Short-Term Economic Effects of a “Phase 4” Infrastructure Response to Coronavirus

We estimate that a large infrastructure bill would increase GDP by no more than $360 billion per year for 2020 and 2021. Short-run GDP expansion from new infrastructure spending is limited by available projects and likely social distancing measures, and so states could not absorb more than $300 billion per year in new federal aid over the next two years.

Short-Term Economic Effects of a “Phase 4” Infrastructure Response to Coronavirus

Small Business and Coronavirus Relief

In an attempt to prevent and reverse layoffs due to coronavirus, the recently-passed CARES Act established a new lending program targeted at businesses with 500 or fewer employees. These businesses account for 99.7 percent of all firms, 47.3 percent of employment, 40.7 percent of annual payroll, and about one-third of the growth in employment and wages. These businesses also account for 60 percent of employment in the leisure and hospitality sector, which has been disproportionately harmed by the pandemic’s effects.

Small Business and Coronavirus Relief

March 2020

Lasting Macroeconomic Impacts of the Coronavirus Crisis, Absent Fiscal Policy Response

We estimate the lasting macroeconomic effects of the anticipated recession due to coronavirus, as the initial shock leads to lower federal revenue and higher debt. If the economy recovers the year after a deep recession ("V shape"), we project that federal debt will be 3.2 percent higher and GDP will be 0.3 percent lower by 2030. If the recovery occurs over two additional years (“U shape”), federal debt rises by 5.9 percent and GDP falls by 0.6 percent lower by 2030. Barring future fiscal policy to reduce debt, so-called “potential GDP” will, therefore, be permanently lower due to the coronavirus.

Lasting Macroeconomic Impacts of the Coronavirus Crisis, Absent Fiscal Policy Response

New Charitable Deduction in the CARES Act: Budgetary and Distributional Analysis

The CARES Act establishes a new, temporary charitable deduction (limited to $300) in tax year 2020 for taxpayers who claim the standard deduction. PWBM projects that this provision would cost about $2 billion and would have little effect on total donations. More than half (53 percent) of the benefit would accrue to families in the 60th to 90th percentiles of the income distribution.

New Charitable Deduction in the CARES Act: Budgetary and Distributional Analysis

Options for Emergency Lump-Sum Cash Payments in Response to Coronavirus Budgetary and Distributional Analysis

We present budgetary and distributional estimates for three potential versions of the lump-sum payment that President Trump announced earlier today. All three options increase the after-tax income of low income households the most. However, higher-income households have more children on average and would receive larger cash payments unless additional adjustments are made.

Options for Emergency Lump-Sum Cash Payments in Response to Coronavirus Budgetary and Distributional Analysis

President Trump’s Payroll Tax Holiday: Alternative Distributional Analysis

We expand our previous analysis of President Trump’s proposed payroll tax holiday by considering two scenarios for how the employer side of the tax cut would be distributed: either to the full benefit of business owners and corporate equity holders (“profits rise”) or to the full benefit of workers (“wages rise”). When profits rise, the top 1 percent of families by income receive about 29 percent of the total payroll tax cut, compared to about 4 percent of the total cut when wages rise.

President Trump’s Payroll Tax Holiday: Alternative Distributional Analysis

January 2020

December 2019

Policy Options: Raising the Social Security Taxable Maximum

We estimate the budgetary, economic and distributional effects of raising the Social Security taxable maximum to $300,000 starting on January 1st, 2021. We project that it would raise $1.2 trillion of additional revenue on a conventional basis over the 10-year budget window and lower GDP 1.7 percent by 2050. Families in the top 10 percent of the income distribution would bear 93 percent of the overall burden of this tax increase.

Policy Options: Raising the Social Security Taxable Maximum

Policy Options: Eliminate Itemized Deductions

We estimate the budgetary, economic and distributional effects of eliminating all Schedule-A itemized deductions starting on January 1st, 2021. We project that it would raise about $2.1 trillion of additional revenue on a conventional basis over the 10-year budget window and increase GDP by 2.3 percent by 2050. Families in the top 10 percent of the income distribution would bear 75 percent of the overall burden of this tax increase.

Policy Options: Eliminate Itemized Deductions

November 2019

Policy Options: Increase Tax Rates on Capital Gains & Dividends

We estimate the budgetary and economic effects of increasing the top rate on long-term capital gains and qualified dividends from 20 percent to 24.2 percent, which is enacted on January 1st, 2021. We project that it will raise around $60 billion of additional revenue on a conventional basis over the 10-year budget window and increase GDP by 0.1 percent by 2050.

Policy Options: Increase Tax Rates on Capital Gains & Dividends

Policy Options: A 1% Value-Added Tax

We estimate the budgetary and economic effects of a new broad-based 1 percent value-added tax (VAT) with a progressive universal rebate calculated based on earnings, which is enacted on January 1st, 2021. We project that it will raise $700 billion of additional revenue on a conventional basis over the 10-year budget window and increase GDP by 0.8 percent by 2050.

Policy Options: A 1% Value-Added Tax

Policy Options: A Carbon Tax of $30 per ton

We estimate the budgetary and economic effects of a new carbon tax of $30 per ton of emissions, which is enacted on January 1st, 2021, rising by inflation plus 5 percent through 2050. We project that it raises $1.6 trillion of additional revenue on a conventional basis over the 10-year budget window and increases GDP by 2.2 percent by 2050.

Policy Options: A Carbon Tax of $30 per ton

October 2019

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August 2019

Dynamic Distributional Analysis

PWBM introduces a new measure of distribution that corrects numerous deficiencies in existing distributional measures that are commonly used to evaluate policy analysis.

Dynamic Distributional Analysis

The Trade War Trade-Off: Foreigner Ownership of American Business Actually Rises

We project that, although a trade war initially lowers the share of U.S. capital owned by foreigners, the trade war will actually increase the amount of American business capital owned by foreigners, by almost $1 trillion by 2028. Over time, the foreign owned share of business capital rises from about 29 percent today to over 34 percent in 2049.

The Trade War Trade-Off: Foreigner Ownership of American Business Actually Rises

July 2019

June 2019

2020 Presidential Campaign Proposals for Immigration Policy: Indicators of the Economic Impact on Each State

Introducing PWBM’s Interactive 2020 Campaign Issue State Maps. We use data to inform people about the impact of campaign proposals on their states. Here we present six indicators focused on immigration policy for each state. Although PWBM has shown that increasing immigration boosts economic growth for the U.S. as a whole, these indicators imply that the impact of changes to immigration policy on a state will depend on the demographics of that state.

2020 Presidential Campaign Proposals for Immigration Policy: Indicators of the Economic Impact on Each State

Projections for the Evolution of Naturalized Citizens in the United States

PWBM projects that by 2050 one in ten U.S. citizens will be foreign-born, up from 7 percent today. We account for different historical naturalization patterns of immigrants from different countries, including the time immigrants reside in the U.S. Thus, this increase reflects shifts in the origins of lawful immigrants. In particular, we project that the shift away from immigrants arriving from Mexico and toward immigrants arriving from Asia to continue.

Projections for the Evolution of Naturalized Citizens in the United States

Projections for the Evolution of the Unauthorized Immigrant Population in the United States

PWBM projects the number of unauthorized immigrants to fall from a peak of 4 percent of the U.S. population in 2007 to under 2.5 percent in 2050. In recent years, fewer unauthorized immigrants have arrived from Mexico while more have arrived from Central America. PWBM projects that future growth of the population of unauthorized immigrants will be driven by visa overstays.

Projections for the Evolution of the Unauthorized Immigrant Population in the United States

Policy Options to Increase Charitable Giving Using Tax Incentives

By substantially expanding the standard deduction, the Tax Cuts and Jobs Act reduced the incentive to make charitable contributions. We make use of data on non-tax itemizers to examine several potential policies designed to increase tax incentives for charitable giving. In particular, we project that a non-refundable credit for charitable contributions for filers who don’t itemize would expand giving by $208 billion (5.2 percent) and reduce tax revenue by $267 billion (0.6 percent) over the 10 year budget window. Other reforms produce smaller increases in giving along with smaller losses in revenue.

Policy Options to Increase Charitable Giving Using Tax Incentives

May 2019

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