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1 Lyman Stone, Taxes and Economic Outcomes: A Wonk's Response to Governing Magazine 1 (2013)

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FOUNDATION
October 25, 2013
No. 399
Taxes and Economic Outcomes: A Wonk's
Response to Governing Magazine
By
Lyman Stone
Recently, Governing Magazine ran a blog post analyzing our 2014 State Business Tax Climate Index and its
relationship to key economic outcomes like wages and employment-to-population ratios.' We were glad to
see a major publication taking up the task of exploring the vital relationship between taxes and economic
outcomes, as the well-documented negative effects of taxes on economic growth are extremely important.2
However, Governing's analysis, which suggests that taxes are insignificant to economic outcomes, is flawed
on several grounds. It looks at a small sample size across an insufficient timespan, ignores the basic
mathematical characteristics of Index scores, fails to control for interrelated economic and policy effects, does
not control for other important variables, and misunderstands the kind of effect taxes have on the economy.
Governing's analysis uses a series of univariate regressions, which aim to discern if two variables have a
straightforward linear association. Put simply, these regressions ask, If one variable goes up, does the other
variable generally go up or down? Regression models can be modified to find more complex and non-linear
relationships or to account for more variables, but those used by Governing Magazine did not include such
modifications.
The State Business Tax Climate Index assesses variables that matter for economic growth. There is ample
evidence for this, both on an a priori basis from economic theory and on an empirical basis from rigorous,
fair comparisons. If those arguments are not enough, then policymakers can also look at surveys of
businesses and hear from the taxpayers themselves: high, distortionary taxes hurt.
Time Period Selection and Sample Sizes
Governing uses 2014 Index scores as independent variables to predict the most recent state-level
employment-to-population ratios and median incomes. They found that there was essentially no
relationship between 2014 Index scores and these variables on a single-year, cross-sectional basis. But tax
1 Mike Maciag, Analysis: Do Business-Friendly Tax Climates Yield The Most Jobs?, GOVERNING.COM BY THE NUMBERS BLOG, Oct.
10, 2013, http://v-vw.governing.com/blogs/by-the-numbers/state-business-tax-climates-jobs-data-analysis.html.
2 William McBride, What Is the Evidence on Taxes and Growth?, TAX FOUNDATION SPECIAL REPORT No. 256 (Dec. 18, 2012),