Reference table
Pay transparency research methods compared
Survey, HR-led interviews, consultancy and Koji on what a rewards lead weighs

A comparison of four ways to learn how employees will read pay information: an engagement survey, interviews run by HR, an outside consultancy and AI-moderated interviews in Koji. It scores each on candour, follow-up, consistency, speed, scale and analysis effort. Use it to choose a method before your first pay reporting cycle.
Where this appears
What's in this reference table
| Survey | HR-led interviews | Consultancy | Koji | |
|---|---|---|---|---|
| Candour on pay | Scores, little reason | Guarded with HR in the room | Depends on moderator | No manager or HR in the chat |
| Follow-up on why | None | Yes, one person at a time | Yes | Automatic, every interview |
| Consistent questions | Yes | Varies by interviewer | Varies by moderator | Same guide for every family |
| Speed to a readout | Days | Weeks | Weeks | Days |
| Scale across job families | High | Low | Medium | High |
| Analysis effort | Low for scores | High, by hand | Done by the firm | Themes and quotes built in |
Use this image
Free to use in your docs, decks and posts under CC BY 4.0, as long as you credit Koji with a link to this page. To embed it, paste this into your page:
html
<a href="https://www.koji.so/visuals/pay-transparency-research-methods-compared"><img src="https://www.koji.so/visuals/pay-transparency-research-methods-compared/pay-transparency-research-methods-compared.png" alt="Table comparing survey, HR-led interviews, consultancy and Koji for pay transparency research on candour, follow-up, speed and scale." width="1200" height="852" /></a>
<p>Source: <a href="https://www.koji.so/visuals/pay-transparency-research-methods-compared">Pay transparency research methods compared</a>, Koji</p>

