And also that the union employees were identical to others -- which is kinda demonstrably false. People who self-select as union leaders are likely to be differ

And also that the union employees were identical to others -- which is kinda demonstrably false. People who self-select as union leaders are likely to be different from the other employees in various relevant ways. Modelling any of these assumptions yields an arbitrary probability of your own choosing.