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Signaling, Instrumentation, and CFO Decision-Making

Hennessy, C.; Chemla, Gilles (2022), Signaling, Instrumentation, and CFO Decision-Making, Journal of Financial Economics. 10.1016/j.jfineco.2021.07.014

Type
Article accepté pour publication ou publié
Date
2022
Journal name
Journal of Financial Economics
Publisher
Elsevier
Publication identifier
10.1016/j.jfineco.2021.07.014
Metadata
Show full item record
Author(s)
Hennessy, C.
Chemla, Gilles
Abstract (EN)
Building parable economies embedding econometricians, we view alternative estimators (IV, fuzzy RD, natural experiments, OLS, event studies) from the perspective of privately-informed decision-makers, e.g. CFOs. IV estimates can be misleading since randomization through observable instruments eliminates signal content arising from discretion. If the goal is informing discretionary decisions, rather than predicting outcomes after forced/mistaken actions, instrumentation is problematic, whereas OLS or event studies can be sufficient. The analysis shows the utility of alternative estimators hinges upon oft-neglected assumptions about agent/econometrician information sets, as distinct from exclusion restrictions. We recommend parable economy estimation as precursor to real-world IV estimation.
Subjects / Keywords
signal; selection; instrumental variables; fuzzy regression discontinuity design; experiments; corporate finance; government policy; D82, G14, G18, G28, G30, J24; 658.4/Prise de décision
JEL
D82 - Asymmetric and Private Information; Mechanism Design
G14 - Information and Market Efficiency; Event Studies; Insider Trading
G18 - Government Policy and Regulation
G30 - General
J24 - Human Capital; Skills; Occupational Choice; Labor Productivity

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