These were dynamic issues, the ultimate outcomes which were affected by input from many actors.
In logic, your examples portray a non sequitur argument known as affirming the consequence.
Here's another example: If the mill were polluting the river then we would see an increase in fish deaths. And fish deaths have increased. Thus, the mill is polluting the river.