Ey. Lee et al., Are consumer survey results distorted? Systematic impact of behavioral frequency and duration on survey response, J MARKET C, 37(1), 2000, pp. 125-133
Using a large-scale consumer database created by AT&T, the authors investig
ate how actual behavioral frequency and duration systematically affect the
direction of errors in consumer survey responses, By analyzing errors in co
nsumers' reports on their frequency of using long-distance telephone calls,
letters, cards, and visits for personal communication, the authors demonst
rate that high-frequency groups underreported their behavioral frequencies,
whereas low-frequency groups overreported them. Similarly, the results sho
w that consumers underestimate the duration of lengthy telephone conversati
ons, whereas they overestimate the duration of short ones, Overall, the aut
hors find that people tend to overestimate both frequency and duration. The
se compressive regressive effects toward the mean and overall upward bias f
or both frequency and duration estimations result in a distorted view of th
e market, which will be incorrectly perceived to be more homogeneous and la
rger than it really is.