Observation. Evidence. Proportion.
What becomes harder to say?
Read reporting research closely. Keep the population, question, and limits attached to the number.
Engprax / Survation / 2023 UK software-engineering survey
of respondents who reported wrongdoing said they experienced retaliation on their most recent report.
The survey included 280 software engineers. The published finding concerns the respondents who had spoken up. It is not a finding that three quarters of all engineers fear retaliation, nor a measure of California engineering practice.
The results are self-reported survey responses, not adjudicated findings about each event. They concern reporting experiences; they do not directly measure how many inventions or technical improvements were prevented.
Read the original Engprax report and methodology ↗
Read the survey’s public research record ↗
Ask a narrower, more useful question.
In a particular workplace, can a person raise a technical problem, offer a different approach, or correct earlier work without the issue being replaced by an unsupported judgment about them?
To investigate a chilling effect, seek evidence of both the consequence and changes in reporting behavior. An individual event may justify concern without establishing a population-wide effect.
Pattern P07: individual harm and claims of group deterrence ↗