Conscientious and Agreeable Survey Respondents May Be Skewing Your Data

There are three important characteristics of people who “satisfice” on surveys: They are less conscientious They are less agreeable They have different cognitive skills The first two refer to dimensions of the Big Five personality traits. Conscientious people are efficient and organized vs. extravagant or careless. Agreeable people are friendly and compassionate vs. critical and…

Can You Really Use AI to Create “Synthetic” Survey Respondents? Just-Published Academic Research Says No.

Can You Really Use AI to Create “Synthetic” Survey Respondents? Just-Published Academic Research Says No.

One of the weirdest new uses of artificial intelligence in market research is to create “synthetic respondents” for surveys and qualitative interviews. The idea is to use information scraped from the Internet via AI’s large language models, construct a sample of synthetic people that matches the demographics of one’s target population, and then ask those…