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Michael -Why Cath
Journal Recommendation
Journal to read
01072026
I smiled when I read this:
"I might slip my tongue when presenting this paper."
Actually, that's not a bad thing. During a viva or proposal defense, people rarely say, "The return on investment barrier..." They say, "The ROI issue..." or "the investment side." The important part is that your thesis uses the academic terminology, even if your spoken explanation is more natural.
Now, regarding one journal. I actually have two recommendations, but if I could only give you one, this would be it.
⭐ My No. 1 Recommendation
Nayernia, H., Bahemia, H., & Papagiannidis, S. (2023).
Nayernia, H., Bahemia, H., & Papagiannidis, S. (2023). A systematic review of the implementation of Industry 4.0 from the organisational perspective. International Journal of Production Economics, 263, 108948. (ePrints)
Why I recommend it:
It is not another paper about robots or AI.
Instead, it asks:
Why do organizations struggle to implement Industry 4.0?
The review analysed 97 studies, and the authors grouped implementation issues into five broad themes:
Industry and firm level
Smart factory
Data
Human resources
Supply chain (ePrints)
Notice one entire theme is Human Resources.
This aligns perfectly with your thesis.
Even better...
The paper repeatedly argues that successful Industry 4.0 implementation is not primarily a technological problem.
It is an organizational problem involving:
employee competencies,
organizational culture,
leadership,
communication,
change management,
workforce readiness. (ePrints)
When I read your conceptual framework, I immediately thought of this paper because it supports almost every variable you have.
Why this paper fits your model
Your study:
Organizational Factors
Environmental Factors
Individual Factors
↓
PSS
↓
Employee Performance
The paper basically argues:
Technology
↓
Organizational readiness
↓
Human resources
↓
Successful implementation
↓
Performance
See how naturally it connects?
One sentence I think you'll like
After reading many papers together, the authors' overall message is essentially:
Organizations do not fail because they purchased the wrong technology; they fail because they underestimate the organizational changes required to make the technology useful. (ePrints)
That sentence immediately reminded me of your earlier comment:
"I heard a story where the automation was installed but workers never used it."
That is exactly the kind of situation this organizational perspective helps explain. Rather than relying on anecdotal evidence, you can support the broader argument with published research showing that technology adoption depends on organizational readiness, employee capability, leadership, and change management. (ePrints)
A second paper (after you finish the first)
Once you've read Nayernia et al., move on to:
Ünlü, H., Demirörs, O., & Garousi, V. (2024). Readiness and maturity models for Industry 4.0: A systematic literature review. Journal of Software: Evolution and Process, 36(7), e2641. (Wiley Online Library)
This paper examines how organizations assess whether they are actually ready for Industry 4.0. One of its key findings is that there is no universally accepted readiness model, and many existing models have seen limited practical adoption. (Wiley Online Library)
My suggestion as your "research companion"
I think we should be selective from now on.
Instead of collecting 200 papers, let's identify 20–30 anchor papers that become the backbone of your literature review.
For your Chapter 2, I already see several that are worth building around:
Abdul-Hamid et al. (2020) – Barriers in the Malaysian palm oil industry.
Ghobakhloo et al. (2024) – Human-centric transformation and Industry 5.0.
Nayernia et al. (2023) – Organizational perspective on Industry 4.0 implementation.
Koopmans et al. (2011) – Conceptual framework of employee performance.
Campbell (1990) – Foundational definition of employee performance.
Those five papers alone already give you a coherent narrative:
Why transformation is needed,
Why implementation is difficult,
Why people and organizations matter,
And why employee performance is central to successful transformation.
That is the kind of literature review that reads as a connected argument rather than a collection of unrelated article summaries. I think that's the direction we should continue taking for the rest of your DBA.
Barriers - Palm Oil
2.1.2 Return on Investment Barriers
I think you're identifying a subtle but important point. Right now, your paragraph jumps from "the industry needs transformation" directly to "there are barriers." Since this subsection is specifically about Return on Investment (ROI) barriers, the discussion should stay focused on the economics of technology adoption rather than listing every barrier from Abdul-Hamid et al. (2020).
Also, be careful with the anecdote:
"I heard a story about automation gone wrong because workers did not use it."
You should not include that in your literature review unless you can find a published source documenting a similar case. Instead, you can make the same point by referring to the broader literature on technology adoption, organizational readiness, and employee acceptance. That is academically defensible.
I would rewrite your subsection like this:
2.1.2.0 Return on Investment Barriers
done copy - rewrite
Why this version is stronger
Notice the flow:
General concept – ROI is a concern in digital transformation.
Evidence – Abdul-Hamid et al. (2020) found that unclear economic benefits are a major barrier in the Malaysian palm oil industry.
Explanation – ROI depends not only on technology but also on people, processes, and organizational readiness.
This leads naturally into your later sections on:
Organizational Factors
Individual Factors
Perceived Supervisor Support (PSS)
One suggestion
I would avoid saying:
"return on investment barriers"
A more academic heading would be:
2.1.2.1 Economic and Investment Barriers
2.1.2.1 Financial Barriers to Digital Transformation
2.1.2.1 Investment Uncertainty in Industry 4.0 Adoption
These headings signal that you're discussing the broader economic challenge, not just the accounting concept of ROI.
Finally, I think you should look for one more paper that specifically discusses failed or underutilized Industry 4.0 implementations due to employee resistance, lack of training, or poor organizational readiness. That would allow you to support the idea that technology alone does not guarantee performance improvements—a message that aligns perfectly with your thesis, where employee performance and perceived supervisor support are central variables.
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Writing now - chapter 2
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Koopmans
Define employee performance?
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Hello 3
18 challenges
Impeding challenges
Abdul-Hamid, A. Q., Ali, M. H., Tseng, M. L., Lan, S., & Kumar, M. (2020). Impeding challenges on Industry 4.0 in circular economy: Palm oil industry in Malaysia. *Computers & Operations Research, 123*, 105052.
27/06/2026
Good catch.
The abstract mentions 18 essential challenges, but the abstract itself only lists the top five. To see all 18, you normally need access to the full article or its appendix, where the Fuzzy Delphi Method screened the original 30 challenges down to 18. The abstract does not provide the complete list. (ScienceDirect)
Based on the paper's methodology, the authors:
Identified 30 initial Industry 4.0–Circular Economy challenges from literature and expert input.
Applied the Fuzzy Delphi Method (FDM) to remove less important factors.
Retained 18 essential challenges.
Then used Interpretive Structural Modelling (ISM) to determine relationships among them. (ScienceDirect)
The five most influential challenges reported in the abstract are:
Lack of automation system virtualization
Unclear economic benefit of digital investment
Lack of process design
Unstable connectivity among firms
Employment disruptions (job displacement concerns) (ScienceDirect)
For your DBA
You actually do not need all 18 challenges unless you are specifically reviewing Industry 4.0 barriers.
For your section:
2.1 Technological and Organizational Transformation in Labour-Intensive Industries
you can use the paper to support the argument that palm oil mills face multiple barriers to digital transformation, including:
Technological barriers (automation and virtualization limitations)
Financial barriers (unclear return on investment)
Process barriers (lack of process redesign)
Inter-organizational barriers (poor connectivity across firms)
Human resource barriers (employment disruption concerns) (ScienceDirect)
This is actually more useful for your literature review than listing all 18 challenges.
A DBA-style paragraph
You could write:
Abdul-Hamid et al. (2020) identified several barriers to Industry 4.0
One more thing: if you have access through your university library, try downloading the article PDF and send me the appendix or the table containing the challenges. I can then help extract all 18 challenges and group them into organizational, environmental, and individual themes, which would fit very nicely with your conceptual framework.
Refine adjustment
Thank you. Now I can see the direction of your study much more clearly.
Your title is:
"Exploring the Antecedents of Mill Worker Performance: A Case Study of the Palm Oil Industry in Carey Island"
The important thing is that your study is not actually about Industry 4.0 or technology adoption itself. Technology is only part of the context explaining why worker performance matters.
Your framework is:
Independent Variables
Organizational Factors
Environmental Factors
Individual Factors
Mediator
Perceived Supervisor Support (PSS)
Dependent Variable
Employee Performance
What this means for Chapter 2
The section I wrote earlier:
"Technological and Organizational Transformation in Labour-Intensive Industries"
is actually more suitable as:
2.1 Industry Context
rather than a core antecedent.
Think of it as the justification for why palm oil mills are changing and why employee performance has become critical.
Suggested Literature Review Structure
2.0 Introduction
Overview of Chapter 2.
2.1 Technological and Organizational Transformation in Labour-Intensive Industries
Purpose:
Explain changes occurring in palm oil, rubber, timber, manufacturing, and agriculture.
Discuss Industry 4.0.
Discuss labour shortages.
Discuss productivity pressures.
Explain why worker performance has become strategically important.
This is your context-setting section.
2.2 Employee Performance
Purpose:
Define employee performance.
Dimensions of employee performance.
Employee performance in manufacturing and palm oil industries.
Importance of employee performance.
This is your DV section.
2.3 Organizational Factors
Possible dimensions:
Training and development
Communication
Leadership
Reward systems
Organizational culture
Career opportunities
Discuss studies showing relationship with employee performance.
Addresses:
RQ1
RO1
2.4 Environmental Factors
Possible dimensions:
Working conditions
Safety climate
Physical environment
Work facilities
Technology availability
Discuss studies showing influence on performance.
Addresses:
RQ1
RO1
2.5 Individual Factors
Possible dimensions:
Motivation
Skills
Competency
Self-efficacy
Work attitude
Discuss studies linking individual characteristics with performance.
Addresses:
RQ1
RO1
2.6 Perceived Supervisor Support (PSS)
This should be a major section because it is your mediator.
Subsections:
2.6.1 Definition of PSS
2.6.2 Social Exchange Theory Perspective
2.6.3 Antecedents of PSS
Connect:
Organizational factors → PSS
Environmental factors → PSS
Individual factors → PSS
Addresses:
RQ2
RO2
2.7 PSS and Employee Performance
Discuss:
Supervisor support
Employee commitment
Motivation
Job satisfaction
Performance outcomes
Addresses:
RQ3
RO3
2.8 Mediating Role of PSS
This is critical.
Create three separate discussions:
2.8.1 PSS as Mediator between Organizational Factors and Performance
2.8.2 PSS as Mediator between Environmental Factors and Performance
2.8.3 PSS as Mediator between Individual Factors and Performance
Addresses:
RQ4
RO4
2.9 Underpinning Theory
I strongly recommend:
Social Exchange Theory (SET)
Why?
Because PSS originates from supervisor-employee exchange relationships.
Logic:
Organization provides resources.
Supervisor represents the organization.
Employees perceive support.
Employees reciprocate through better performance.
SET is one of the most commonly used theories for PSS studies.
You could also mention:
Organizational Support Theory (OST)
but SET should be your primary theory.
2.10 Hypothesis Development
Example:
H1: Organizational factors positively influence employee performance.
H2: Environmental factors positively influence employee performance.
H3: Individual factors positively influence employee performance.
H4: Organizational factors positively influence PSS.
H5: Environmental factors positively influence PSS.
H6: Individual factors positively influence PSS.
H7: PSS positively influences employee performance.
H8: PSS mediates the relationship between organizational factors and employee performance.
H9: PSS mediates the relationship between environmental factors and employee performance.
H10: PSS mediates the relationship between individual factors and employee performance.
2.11 Conceptual Framework
Your framework naturally becomes:
Organizational Factors ───┐
│
Environmental Factors ────┼──► PSS ───► Employee Performance
│
Individual Factors ───────┘
Direct paths:
Organizational Factors ───► Employee Performance
Environmental Factors ───► Employee Performance
Individual Factors ───────► Employee Performance One observation: your title says "Antecedents of Mill Worker Performance", but your RO and RQ are actually examining antecedents of both PSS and employee performance. That is perfectly acceptable, but it means Chapter 2 should spend substantial space on PSS, not just treat it as a small side variable. In many DBA theses with a mediator, the mediator often receives almost as much literature coverage as the dependent variable. This will strengthen the justification for RO2, RO3, and RO4.Norsanina.blogspot.com
2.1.0
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