Public Communication as a Mechanism for Collusion in the Broiler Industry
Qiwen Sheng () and
Tomislav Vukina
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Qiwen Sheng: North Carolina State University
Review of Industrial Organization, 2024, vol. 64, issue 1, No 4, 57-91
Abstract:
Abstract In this paper, we investigate whether the U.S. broiler companies used public information sharing mechanisms to collude to reduce output and fix prices. Utilizing natural language processing methods, we converted quarterly earnings call transcripts of publicly traded broiler companies into structured data. We identified six keywords that could be used as signals: cut; balance; constrain; discipline; reduction; and adjustment. Our results show statistically significant and mildly elastic negative relationship between the keywords signals and three different broiler production precursors. For example, a 1% increase in the aggregated signal is associated with 1.5% reduction in the broiler-type hatchery supply flocks. The results are corroborated when using LASSO estimation to identify the most important elements in the vector of collusion signals.
Keywords: Text as data; Natural language processing; Coordinated capacity reduction (search for similar items in EconPapers)
Date: 2024
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DOI: 10.1007/s11151-023-09929-7
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