Yes. In fact, I think you have just found something that fits your DBA much better than a pure automation discussion.
What caught my attention is not:
"AI-driven automation aids labour management."
What caught my attention is:
"Comprehensive strategies incorporating technological innovation and capacity building are essential."
That sentence is almost speaking directly to your framework.
Your study is about:
Organizational Factors
Environmental Factors
Individual Factors
PSS
Employee Performance
The paper is essentially saying:
> Technology alone is not enough.
Human capability development is required.
That is exactly where your DBA can contribute.
---
How this paper supports your Organizational Factors
The paper mentions:
Capacity building
Workforce challenges
Labour management
Digital literacy
These can be linked to:
Organizational Factors
Training opportunities
Knowledge transfer practices
Workforce development initiatives
Communication practices
You can argue:
The successful integration of AI and digital technologies requires organizations to invest not only in technological infrastructure but also in workforce development, knowledge transfer, and employee support mechanisms.
That is almost tailor-made for your Organizational Factors construct.
---
How this paper supports your Individual Factors
The paper mentions:
Low digital literacy.
This is very useful.
You currently have:
Individual Factors
Skills
Motivation
Education
Prior Experience
Adaptability
You can strengthen this section by adding discussion around:
Digital literacy
Learning readiness
Adaptability to technological change
The logic becomes:
Low Digital Literacy ↓ Difficulty understanding new systems ↓ Lower confidence ↓ Lower performance
---
How this paper supports PSS
This is where I think many researchers miss the opportunity.
When management introduces:
AI
Automation
Smart monitoring
Digital dashboards
Workers do not ask:
"What algorithm are we using?"
Workers ask:
"Can I still do my job?"
"Will I be replaced?"
"Can I learn this?"
Who answers those questions?
Usually:
Supervisor.
Therefore:
PSS becomes even more important during technological transitions.
You could argue:
> Supervisors play a critical role in facilitating employee adaptation by communicating organizational intentions, addressing concerns, supporting learning activities, and fostering confidence during periods of technological change.
This fits your mediator perfectly.
---
How this paper supports your Environmental Factors
You currently define environmental factors as:
Workplace conditions
Infrastructure
Safety standards
Socio-cultural influences
The paper specifically mentions:
> Infrastructure limitations.
This is excellent.
Many studies ignore this.
Imagine:
Management wants digitalization.
But:
Poor internet coverage.
Limited system access.
Inadequate technological infrastructure.
Employees may appear resistant when the real issue is environmental.
Therefore:
Infrastructure readiness becomes an environmental factor affecting performance.
---
The hidden research gap I see
The paper focuses on:
Technology
AI Digitalization Automation
The paper recommends:
Capacity Building
Training Skills Knowledge
But the paper does not fully explain:
Who helps workers adapt?
Your DBA can answer:
Perceived Supervisor Support.
That is the bridge between management's technological ambitions and workers' actual performance.
---
A paragraph you could potentially use in Chapter 1 or Chapter 2
Done
If I were wearing an examiner's hat, I would say this paper strengthens your argument that:
The future challenge is not AI.
The future challenge is:
Whether workers and supervisors are prepared for AI.
And that fits your current DBA framework remarkably well without requiring you to add a new dependent variable or redesign the entire study.
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