Taxes paid could generally manifest themselves in three ways:
Taxes remitted by businesses could also be exported out-of-state to nonresidents, while residents could bear the incidence of taxes remitted by businesses in other states. Tax incidence models reflect these pass-through and export adjustments in the computation of ETRs.1
ETRs also reflect tax code provisions, such as the width of the tax base, targeted relief programs, and tiered rates. For example, Pennsylvania has relatively narrow income (retirement income is exempt) and sales (groceries and clothing are exempt) tax bases, which reduce ETRs. An ETR reflects the impact of those exemptions across income groups, and includes other provisions that provide tax relief to lower-income and older residents.
As part of its statutory duty to provide an analysis of tax and revenue proposals submitted by the governor or the Office of the Budget, the IFO recently published the results for the Pennsylvania state and local tax incidence model.2 The table displays the ETR results for taxes paid in 2022 for six income groups across major tax types.
The combined state and local income tax (30% of total tax remitted) ETR increases notably after the lowest income group, then largely flattens out. (See “Income” column in table.) Despite Pennsylvania’s flat state tax rate (3.07%), some progressivity occurs due to the exemption of retirement income and government benefits (such as the Supplemental Nutrition Assistance Program, housing vouchers, and refundable tax credits that are counted as income) and tax forgiveness for lower-income filers. Nearly all local units levy an earned income tax, and most levy a combined rate of 1.5% on wages and self-employment income. ETRs for the highest income group decline because capital gains, dividends, and certain business income are not subject to local earned income tax.
Other points of note, moving from left to right in the table, are as follows:
As noted, ETRs are a useful metric to gauge the relative progressivity of a tax or tax system. What they cannot do is facilitate a judgement on whether a tax system is “fair.” Beyond the subjective nature of the term, a tax system that relies heavily on consumption and sin taxes will invariably have regressive elements.
1 Because they are not under control of state policymakers, taxes effectively paid by Pennsylvania residents but levied by other states are excluded.
2 For a full technical description and list of data sources used, see Independent Fiscal Office, “Pennsylvania Tax Incidence Model Methodology,” (Dec. 2024).
Matthew Knittel has served as director of the Pennsylvania Independent Fiscal Office since its creation in 2011. Prior to his tenure, he was a financial economist for the U.S. Treasury Department and Michigan Department of Treasury. He received a PhD in economics from Michigan State University. He can be reached at mknittel@ifo.state.pa.us.
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