Min(d)ing the President: A Text Analytic Approach to Measuring Tax News

Economic agents react to signals about future tax policy changes. Consequently, estimating their macroeconomic effects requires identification of such signals. We propose a novel text analytic approach for transforming textual information into an economically meaningful time series. Using this method, we create a tax news measure from all publicly available postwar communications of US presidents. Our measure predicts the direction and size of future tax changes and contains signals not present in previously considered (narrative) measures of tax changes. We investigate the effects of tax news and find that, for long anticipation horizons, pre-implementation effects lead initially to contractions in output. (JEL D72, D82, E62, H20, H30)

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Publication Details

Journal
American Economic Journal Macroeconomics
Published
2025-03-28
DOI
https://doi.org/10.1257/mac.20210226
Citations
2
Primary Topic
Market Dynamics and Volatility
Type
article
Field-Weighted Citation Impact
6.26
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article

Min(d)ing the President: A Text Analytic Approach to Measuring Tax News

Lenard Lieb, Stephan Smeekes, Nalan Baştürk, Adam Jassem et al.
2 citations
American Economic Journal Macroeconomics
Market Dynamics and Volatility
6.26
article

Min(d)ing the President: A Text Analytic Approach to Measuring Tax News

Lenard Lieb, Stephan Smeekes, Nalan Baştürk, Adam Jassem, Rui Almeida
article en
2 citations

Abstract

Economic agents react to signals about future tax policy changes. Consequently, estimating their macroeconomic effects requires identification of such signals. We propose a novel text analytic approach for transforming textual information into an economically meaningful time series. Using this method, we create a tax news measure from all publicly available postwar communications of US presidents. Our measure predicts the direction and size of future tax changes and contains signals not present in previously considered (narrative) measures of tax changes. We investigate the effects of tax news and find that, for long anticipation horizons, pre-implementation effects lead initially to contractions in output. (JEL D72, D82, E62, H20, H30)

American Economic Journal MacroeconomicsVol. 17(2)
International Labour Organization (CH), Maastricht University (NL)
Openalex Percentile: Top 5%
Market Dynamics and Volatility
6.26
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Min(d)ing the President: A Text Analytic Approach to Measuring Tax News — Lenard Lieb, Stephan Smeekes, et al. · American Economic Journal Macroeconomics (2025) | TGRS Research Map | TGRS