by Michiel Bliemer » Fri May 26, 2023 3:48 pm
Yes you can have multiple monetary attributes, in transport it is common for example to have fuel cost and toll cost attributes. You can estimate different parameters for each attribute, e.g. b1 * fuel + b2 * toll, or you can assume the same parameter, e.g. b1 * fuel + b1 * toll. Economists argue that a dollar is a dollar, but often we find that people have more disutility for tolls than fuel.
If you use b1 * fuel + b2 * toll then indeed you can compute different WTPs. Alternatively, you can use a weighted average of the two cost coefficients to obtain a single WTP.
In your case, you could have cost = (repair - bonus), so you could estimate b1 * (repair - bonus) or you could estimate b1 * repair - b2 * bonus if you believe that people have different sensitivities to money for repair or bonus. It would be easier to assume b1 * (repair - bonus) as this would result in a single WTP and it is defendable since people would only pay (repair - bonus) out of pocket. In that case, in Ngene you could use something like: b1[-0.01] * repair[10,20,30] + b1 * bonus[-3,-6,-9].
Michiel