How We Detect and Handle Bad Open-Ended Answers

Overview

Our algorithm performs a dedicated quality check exclusively for open-ended questions, designed to flag and disqualify respondents who provide low-quality answers. This check detects not only low engagement but also incoherent, out-of-context, and disrespectful responses, effectively filtering out fraudulent respondents from the final sample.

Among all survey questions, open-ended questions are unique as they allow respondents to express their thoughts in their own words. These questions reveal the true engagement, level of expertise, and authenticity of each respondent, as they cannot rely on pre-defined answer options.

By implementing rigorous quality checks on open-ended responses, we ensure that we capture the genuine insights from each respondent while eliminating those who may compromise the integrity of your dataset. This process guarantees that the data we deliver is both reliable and reflective of the true opinions and experiences of your audience.