It is well established that providing incentives (e.g., monetary incentive) can boost the participation rate of a survey or a campaign (e.g., asking citizens to measure and report the rainfall intensity using their smartphone). I am interested in how will the response rate change if we provide different level of incentives.
If we draw a figure with the x-axis as the level of incentive, and the y-axis as the participation rate, how will this line looks like? Will it be a line with diminishing margin (e.g., like a log function), or it will be a 'S' line?
I will be so grateful if anyone could provide some research on this issue.