Adapting a Research Approach Midstream
Company: Imc
Role: Data Scientist
Category: Behavioral & Leadership
Difficulty: medium
Interview Round: HR Screen
# Adapting a Research Approach Midstream
You have already invested substantial effort in a research approach when the person directing the work asks you to change it. Explain how you would evaluate the request, make a recommendation, and execute the decision without letting sunk cost or reflexive agreement drive the outcome.
### Constraints & Assumptions
- The current approach has produced some work but has not yet delivered a final result.
- The requested change may affect schedule, comparability, or reproducibility.
### Clarifying Questions to Ask
- What new evidence or objective motivated the change?
- Which completed work remains useful, and what deadline or decision depends on the revised approach?
```hint Make the trade-off visible
Compare the two approaches against the research objective, remaining uncertainty, and cost to switch.
```
### What a Strong Answer Covers
- Curiosity about the rationale rather than defensiveness.
- An evidence-based comparison of staying, switching, or running a bounded test.
- Clear impact on scope, timeline, and reproducibility.
- Alignment, documentation, and an explicit checkpoint after the change.
### Follow-up Questions
- What if the requested approach is methodologically weaker?
- How would you respond if the change arrives one day before a committed deadline?
Overview: Adapt when a research lead asks for a change to an approach that is already underway.