Last year, a report by the Pew-MacArthur Results First Initiative, States’ Use of Cost-Benefit Analysis, evaluated the use of Cost-Benefit Analysis by states. Among the questions it asked were, "Are states conducting cost-benefit analyses?" and "Do they use the results when making policy and budget decisions?"
On pages 13-14 of the full report, an interesting map illustrates that "Ten states—Florida, Kansas, Minnesota, Missouri, New York, North Carolina, Utah, Virginia, Washington, and Wisconsin— were among the leaders in at least two of the rating criteria, making them national leaders on the use of cost-benefit analysis in policymaking."
On the other hand, "...11 states lagged behind their peers, producing few studies, making little effort to evaluate multiple alternatives, and reporting very little meaningful policy or budget impact from their analyses."
Along with my student Rahul Patel, I analyzed data from this Pew Report. We merged demographic and socioeconomic data on states from the City and County Databook, and presidential voting data from USA Counties, and estimated simple and multiple regression models. The following three tables summarize our data and results:
![](data:image/png;base64,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)
![](data:image/png;base64,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)
Population and education are statistically significant determinants of BCA use across all models. Surprisingly, larger states are less likely to use BCA. States with more college-educated residents use BCA more, as expected, but the income variable is generally insignificant and the estimated sign is not robust across models. Finally, whileliberal political ideology is positively correlated with BCA use, (and this may or may not be as expected, depending on the perspective of the reader) this finding is not robust to socioeconomic and demographic controls.
These socioeconomic and demographic controls by themselves explain about a third of the variation in the dependent variable, and the inclusion of political measures does not improve the fit of the model.
On pages 13-14 of the full report, an interesting map illustrates that "Ten states—Florida, Kansas, Minnesota, Missouri, New York, North Carolina, Utah, Virginia, Washington, and Wisconsin— were among the leaders in at least two of the rating criteria, making them national leaders on the use of cost-benefit analysis in policymaking."
On the other hand, "...11 states lagged behind their peers, producing few studies, making little effort to evaluate multiple alternatives, and reporting very little meaningful policy or budget impact from their analyses."
Along with my student Rahul Patel, I analyzed data from this Pew Report. We merged demographic and socioeconomic data on states from the City and County Databook, and presidential voting data from USA Counties, and estimated simple and multiple regression models. The following three tables summarize our data and results:
Population and education are statistically significant determinants of BCA use across all models. Surprisingly, larger states are less likely to use BCA. States with more college-educated residents use BCA more, as expected, but the income variable is generally insignificant and the estimated sign is not robust across models. Finally, whileliberal political ideology is positively correlated with BCA use, (and this may or may not be as expected, depending on the perspective of the reader) this finding is not robust to socioeconomic and demographic controls.
These socioeconomic and demographic controls by themselves explain about a third of the variation in the dependent variable, and the inclusion of political measures does not improve the fit of the model.