If we have at least a childlike understanding of people, we know that responsible people are responsible and irresponsible people are irresponsible.
Plenty of people drop out of studies and don't return surveys, yet are highly-responsible people. Folks don't necessarily see the same things as a responsibility, i.e. they may see the survey as a triviality and not understand the importance of scientific research.
Here's a fun one: do you think people are more or less likely to do something if you pay them?
We've actually tried this several times. In Sweden, the government did an experiment where they asked various towns if they could put a nuclear waste containment facility near the town. Generally around 45%-50% of residents said yes. They also tried the same survey, but offering the townspeople $4,000, which got them barely above 25% of residents saying yes. Why do these people hate money?
Simple: when not offered money, they had no perception that they weren't offered enough. When offered money, they decided it wasn't enough money.
I get surveys all the time. Sometimes I answer them; sometimes I don't. I only answer the census because I know it matters. I answered an arbor society survey once, then ignored it the next year. I've also held a job for over 6 years straight and never missed a debt payment in my life. Where do I fall in your categorization?
That's right: your existing prejudices and biases inform your ideals about what surveys say about people--or, not really; it's not the survey, but your existing prejudices and biases about giving people free money. That's not human nature; it's a heuristic from recognition of a common archetype: you're the sort who needs downward social comparison so you can feel good about being better than some people.