Table 4.

Instrumental variable test results

VariableFirst stageSecond stage
(1)(2)(3)(4)
DigitalExploreExploitBalance
Digital 0.375*** (5.60)0.294*** (4.44)0.137*** (4.48)
IV0.867*** (34.40)   
Control variablesControlControlControlControl
Industry/year fixed effectsYesYesYesYes
Sample size20,93820,93820,94320,943
R2 0.0350.0270.023
Kleibergen−Paap rk LM statistic205.298***
Kleibergen−Paap Wald rk F-statistic1,183.697
StockYogo weak instrumental variable test critical values16.38
Note(s):

The t-statistics are in parentheses

Source(s): Table created by the authors

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