Table 2 Values and classes of values
| Truth | |
| Bias (avoidance of) | |
| DataIntegrity | |
| Disinterestedness | |
| FFP (avoidance of) | |
| Impartiality | |
| Independence | |
| Integrity | |
| Rigour | |
| Selection bias (avoidance of) | |
| Sloppy science (avoidance of) | |
| Veracity | |
| Colleagues | |
| Bullying (avoidance of) | |
| Collectiveness | |
| Fairness | |
| Ghost authorship (avoidance of) | |
| Leadership | |
| Mentorship | |
| Openness | |
| PsychSafety | |
| Reliability | |
| Trust | |
| Profession | |
| Autonomy | |
| Character | |
| Expertise | |
| Negligence (avoidance of) | |
| Training | |
| Society | |
| Accountability | |
| Communalism | |
| Conflicts of interest (avoidance of) | |
| Deception (avoidance of) | |
| Human values | |
| Outreach | |
| Relevance | |
| Respect | |
| Responsibility | |
| Safeguarding dignity | |
|
Sensationalism (avoidance of) Transparency |