Measuring Real‐Time Economic Condition With Economic Narratives

ABSTRACT To track real economic activity in a timely manner, we construct a Narrative Daily Economic Condition Index. The economic narratives from the full text content of one million Wall Street Journal articles are decomposed into interpretable topic time series. The resulting indicator captures the business cycle and the movement of economic output measures well. The empirical applications show that the resulting indicator captures real‐time economic fluctuations and contributes to predicting market volatility and interest rates, which can significantly benefit real‐time policy making and investment decisions. Our results highlight the informativeness and timeliness of economic news for assessing the state of the economy.

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Publication Details

Journal
Journal of Futures Markets
Published
2025-08-29
DOI
https://doi.org/10.1002/fut.70025
Citations
1
Primary Topic
Market Dynamics and Volatility
Type
article
Field-Weighted Citation Impact
3.13
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article

Measuring Real‐Time Economic Condition With Economic Narratives

Fuwei Jiang, Lingchao Meng, Kunpeng Li, Bowen Xue
1 citations
Journal of Futures Markets
Market Dynamics and Volatility
3.13
article

Measuring Real‐Time Economic Condition With Economic Narratives

Fuwei Jiang, Lingchao Meng, Kunpeng Li, Bowen Xue
article en
1 citations

Abstract

ABSTRACT To track real economic activity in a timely manner, we construct a Narrative Daily Economic Condition Index. The economic narratives from the full text content of one million Wall Street Journal articles are decomposed into interpretable topic time series. The resulting indicator captures the business cycle and the movement of economic output measures well. The empirical applications show that the resulting indicator captures real‐time economic fluctuations and contributes to predicting market volatility and interest rates, which can significantly benefit real‐time policy making and investment decisions. Our results highlight the informativeness and timeliness of economic news for assessing the state of the economy.

Journal of Futures MarketsVol. 45(11)
University of International Business and Economics (CN), Xiamen University (CN), Capital University of Economics and Business (CN)
Openalex Percentile: Top 7%
Market Dynamics and Volatility
3.13
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Measuring Real‐Time Economic Condition With Economic Narratives — Fuwei Jiang, Lingchao Meng, et al. · Journal of Futures Markets (2025) | TGRS Research Map | TGRS