DV problem statement

DV Problem Statement 

14/06/2026

Yes, and your supervisor is actually giving you a very important hint.

In DBA and PhD research, a common weakness is:

"The IVs have a problem, but the DV does not."

For example:

Poor training

Poor communication

Lack of knowledge transfer

These are problems.

But if you cannot show that employee performance is also problematic, then an examiner may ask:

"Why study employee performance at all?"

What your supervisor means by a DV problem statement

If your DV is Employee Performance, then somewhere in Chapter 1 you should demonstrate:

Performance is not at the desired level.

There is evidence of productivity issues.

There are quality issues.

There are safety issues.

There are efficiency issues.

There is a gap between expected and actual performance.

The logic becomes:

Problem ↓ Employee performance is below expectations.

Possible causes ↓ Organizational factors Environmental factors Individual factors

Mechanism ↓ PSS

Outcome ↓ Employee performance

Example

Suppose the mill manager says:

SOP compliance is inconsistent.

New workers take too long to become competent.

Errors occur during operation.

Productivity differs significantly between shifts.

These are not knowledge-transfer problems.

These are employee performance problems.

Then you can write:

Despite ongoing efforts to improve operational efficiency, palm oil mills continue to experience challenges related to worker performance, including inconsistent adherence to procedures, varying productivity levels, and difficulties in maintaining operational standards.

Now you have established the DV problem.

Why this matters

Imagine an examiner asking:

"Is employee performance actually poor?"

If you answer:

"I don't know, but training is poor."

The examiner may respond:

"Then study training."

The study must justify why employee performance deserves investigation.

In your case

Based on what you told me about Carey Island, I would ask the manager:

1. What performance KPI concerns you most?

Throughput?

OER (Oil Extraction Rate)?

Downtime?

Quality?

Safety?

SOP compliance?

2. What evidence shows performance could be improved?

3. Have there been recurring issues linked to worker capability or understanding?

The answers become your DV problem statement.

A subtle issue I notice

The manager's strongest complaint so far is:

Knowledge transfer is difficult.

That sounds more like an independent variable problem than a dependent variable problem.

So you need to connect it to performance:

Knowledge transfer difficulty ↓ Workers do not fully understand processes ↓ Workers resist changes ↓ Workers make errors or work inefficiently ↓ Employee performance suffers

Once you make that chain explicit, your supervisor will likely be more satisfied.

A useful test is this:

If knowledge transfer suddenly became perfect tomorrow, what performance outcome would improve in the mill?

Whatever the manager answers is often the real DV justification.

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