Question

What plausible causal channel(s) runs directly from the treatment to the outcome?

Answer 1

A high-interest rate means the opportunity cost to built or buy a house is high it is a possible channel. So when the interest rate is higher, there may be fewer new housing starts. The abstract point-scoring task requires a minimal model that illustrates a plausible causal channel.