“…Attitude toward surveys, questionnaire appearance and content, number of contacts made, providing incentives, and data collection mode used are all major categories influencing response rates and within each of these categories there are multiple variables at work (Ary et al, 2014;Fraenkel et al, 2019;James & Bolstein, 1990;Leeper, 2019;Mertler & Charles, 2011;Rogelberg et al, 2001;Ye, 2007). To narrow down the variables of interest, we chose to study the use of incentives and survey response modes because of their ability to have larger impacts on survey response rates and because of how they are currently used in agricultural education research (Dillman et al, 2014;Doss et al, 2021).…”