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What are dynamic scoring and dynamic analysis?
What are dynamic scoring and dynamic analysis?

Tax, spending, and regulatory policies can affect incomes, employment, and other broad measures of economic activity. Dynamic analysis accounts for those macroeconomic impacts, while dynamic scoring uses dynamic analysis in estimating the budgetary impact of proposed policy changes.

Budget scoring

The Congressional Budget Office (CBO) and the Joint Committee on Taxation (JCT) estimate the budgetary effects of tax, spending, and regulatory legislation. The resulting “scores” play a major role in policy deliberations because of congressional budget rules and public concern about the budget.

CBO and JCT recognize that households’ and businesses’ economic activity can be sensitive to changes in policy. An increase in the cigarette tax, for example, will reduce smoking, while new subsidies for health insurance will increase coverage. The agencies account for those behavioral responses in their estimates.

For many years, however, CBO and JCT budget scores did not account for the secondary impact on employment, gross domestic product, and other macroeconomic measures. The agencies often analyzed those macroeconomic impacts separately in what is called dynamic analysis, but did not include their feedback effects in official scores. An exception is immigration reform scoring: the effects on population and labor force are so direct that CBO and JCT did account for them.

In 2023, the House of Representatives adopted a rule that required dynamic scoring in certain cases. CBO and JCT must now include macroeconomic feedback in official scores of legislation pending before the House if it has a sufficiently large budget impact (more than 0.25 percent of gross domestic product in any year in the budget window, equivalent to about $66 billion in 2023) or if the Budget Committee chair (for spending legislation) or the Joint Committee on Taxation chair or vice chair (for tax legislation) requests it. This rule was also in effect for all of Congress from 2015 to 2018,

For dynamic scoring, CBO and JCT prepare conventional, nondynamic scores of proposed legislation and then use economic models to identify any short- or long-run effects on the overall economy. The agencies then estimate the budget effects of those macroeconomic feedbacks. The agencies have long done dynamic analyses of major legislation, using multiple models and parameter estimates. A major difference with dynamic scoring is that it distills multiple estimates down to the single set of estimates the budget process requires.

Case study: The Tax Cuts and Jobs Act

As mandated by budgetary rules at the time, JCT analyzed the potential budget effects of the Tax Cuts and Jobs Act (TCJA). Including macroeconomic feedback, they estimated that the legislation would increase cumulative deficits by $1.1 trillion over the next decade. With conventional scoring, the estimated deficit increase would have been larger, $1.5 trillion (figure 1).

That difference arose because the agency’s best estimates—subject, they emphasized, to significant uncertainty—suggested that the TCJA would expand economic activity. In the short run the law gave people more after-tax income, increasing the demand for goods and services and boosting the economy. In the longer run, lower marginal tax rates on returns to saving and investment incentives were estimated to push up saving, investment, and the capital stock. Until many provisions expire after 2025, TCJA also lowers marginal tax rates on labor income, encouraging people to work more. JCT estimated that TCJA would boost the level of output by 0.7 percent, on average, over 2018–27. The larger output meant more taxable income, generating additional revenue over the period—an effect slightly offset by higher interest rates, which would raise projected interest payments on the national debt.

DYNAMIC ANALYSIS BY The Tax policy center

Beginning in 2016, the Urban-Brookings Tax Policy Center has been publishing dynamic analyses of the tax plans of both presidential candidates and Congress. Those analyses generally found only modest dynamic effects on estimated revenue, largely because any incentive effects of lower tax rates were offset by increases in budget deficits. Most recently, the Tax Policy Center analyzed the dynamic effects of Joe Biden’s 2020 Presidential campaign tax proposals, finding an initial boost to the economy that dwindled over time due to expiring provisions and rising debt.

Controversy over dynamic scoring

In principle, dynamic scoring should not be controversial. Policymakers and the public want to know how policy changes may affect the budget, whether through direct behavioral responses or macroeconomic feedback. In practice, however, dynamic scoring has been controversial: Advocates for a policy often hope that dynamic scoring will make enacting it easier. Opponents fear the advocates will be right.

In reality, the effect will be more muted. Dynamic scores for tax cuts will include the pro-growth incentive effects that advocates emphasize. But dynamic scores will also account for offsetting effects, such as higher deficits crowding out investment or people working less because their incomes rise. The net of incentive and offsetting effects often yields smaller growth projections than advocates hoped for. Indeed, dynamic scoring sometimes shows that tax cuts are more expensive than conventionally estimated, usually when pro-growth incentives are not big enough to offset anti-growth effects.

Updated January 2024
Further reading

Congressional Budget Office. 2020. “The Effects of Pandemic-Related Legislation on Output.” Washington, DC: Congressional Budget Office.

Gullo, Theresa. 2022. “Dynamic Analysis at the U.S. Congressional Budget Office.” Washington, DC: Congressional Budget Office.

Joint Committee on Taxation. 2018. “Overview of Joint Committee Economic Modeling.” Report JCX-33-18. Washington, DC: Joint Committee on Taxation.

Joint Committee on Taxation. 2017. “Macroeconomic Analysis of The Conference Agreement for H.R. 1, The ‘Tax Cuts and Jobs Act’.” Report JCX-69-17. Washington, DC: Joint Committee on Taxation.

Marron, Donald. 2016. “Thoughts on Dynamic Scoring of Fiscal Policies.” Washington, DC: Urban-Brookings Tax Policy Center.

Page, Benjamin R., Jeffrey Rohaly, Thornton Matheson, Gordon Mermin, Jason DeBacker, and Richard Evans. 2021. “Macroeconomic Analysis of Former Vice President Biden’s Tax Proposals.” Washington, DC: Urban-Brookings Tax Policy Center.

Page, Benjamin R., and John Buhl. 2021. “What is Dynamic Scoring? TPC’s Ben Page and John Buhl Discuss the Basics.” Washington, DC: Urban-Brookings Tax Policy Center.

Seliski, John, Aaron Betz, Yiqun Gloria Chen, U. Devrim Demirel, Junghoon Lee, and Jaeger Nelson. 2020. “Key Methods That CBO Used to Estimate the Effects of Pandemic-Related Legislation on Output.” Working Paper 2020-7. Washington, DC: Congressional Budget Office.

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