Response Quality uses machine learning to scan your survey results and flag poor-quality responses. For example, if a survey-taker fills a comment box with gibberish, or answers option A on every question, we’ll flag the responses so you can focus on high-quality survey data.
A survey needs to be in English, and have more than 50 responses in order to see Response Quality results. Survey responses collected before March 2nd, 2020 can’t be reviewed for quality.
Response Quality isn’t available when you buy responses with SurveyMonkey Audience.
Using Response Quality
To turn Response Quality on:
- Make sure that you’ve opted in to Automatic Insights.
- Go to the Analyze Results section of your survey.
- In the Insights section of the left sidebar under Response Quality, click the toggle On. It may take a few minutes to scan your survey responses.
If your survey is still collecting responses, we’ll automatically rescan new responses for quality about every 24 hours.
Once your responses are scanned, you can scroll through Individual Responses to find responses flagged as Poor Quality.
- If you agree that the response is poor-quality and want to remove it from your results, you can click Delete. This is permanent and cannot be undone.
- If you think that we’ve incorrectly flagged a response, click Remove flag to clear the flag and flag type. This also helps improve flagging accuracy in the future.
Our machine learning models are trained to look for a few different types of poor-quality survey responses:
|Profanity||The survey response includes a curse word.|
|Straight-lining||Multiple questions have been quickly responded to with the same answer option or in a pattern. For example, the survey-taker chose option B for every question.|
|Speeding||The survey-taker took significantly less time to complete the survey than other people.|
|Gibberish||The response includes a text response primarily made of nonsensical words, like "asdfjkl".|
|Length||The response is significantly shorter than other responses.|
|Not a Full Word||The response includes a 1-character answer that's not a word.|
|Copy-Pasted Answer||The response matches the question text.|
Analyzing Response Quality
When you export a CSV, XLS or SPSS file, your flagged responses will appear in a separate file. Your Response Quality file will show the respondent ID and flag types for responses identified as poor.
You can also use the Response Quality filter to view responses marked as poor quality.