Digital Surveillance Improves Safety and Discipline at Indonesian Coal Mine, Study Finds
A study by Muhammad Surya Bayu Miftah and Muhammad Saddam Sofyandi from Universitas Islam Indonesia reports that replacing traditional human supervision with digital monitoring systems significantly influences worker behavior at PT Indominco Mandiri, a major coal mining operation in Indonesia. The research, published in 2026 in the Indonesian Journal of Economic & Management Sciences (IJEMS), examines how Closed-Circuit Television (CCTV) monitoring affects employee discipline, safety compliance, and workplace interaction in the company’s Settling Pond operational area.
The findings show that digital supervision strengthens work discipline and improves adherence to occupational safety procedures. However, it also changes social dynamics among workers, reducing informal interaction due to the psychological awareness of constant monitoring. The study highlights how technology-driven oversight is reshaping workplace behavior in the mining industry.
Background: Digital Monitoring in Modern Industrial Workplaces
Across the global mining sector, companies are increasingly turning to digital technologies to improve operational efficiency and safety compliance. Video surveillance, sensor systems, and automated monitoring platforms are becoming common tools in high-risk industrial environments.
In Indonesia’s coal mining industry, safety and productivity remain critical concerns. Mining operations often involve heavy machinery, hazardous materials, and strict operational procedures. Even small lapses in discipline—such as failure to wear protective equipment—can result in serious accidents.
Digital supervision systems, including CCTV monitoring, allow companies to track worker activities in real time. These systems can help supervisors identify safety violations quickly and ensure compliance with Occupational Health and Safety (OHS) standards.
The research conducted by Muhammad Surya Bayu Miftah and Muhammad Saddam Sofyandi from Universitas Islam Indonesia explores how this technological shift—from direct human supervision to digital monitoring—affects worker behavior in practice.
Research Method: Observing Behavioral Changes in a Mining Operation
The study focuses on the Settling Pond area at PT Indominco Mandiri, where wastewater treatment and sediment management activities require strict adherence to operational and safety protocols.
Researchers used a descriptive qualitative case study approach to examine how workers responded to the introduction of CCTV-based digital supervision.
Data were collected through several methods:
- Field observations conducted during an internship period at the mining site
- In-depth interviews with three supervisors responsible for overseeing the work area
- Semi-structured interviews with twenty field workers involved in daily operations
The research took place between 2024 and 2025, allowing the researchers to observe workplace routines and behavioral patterns over an extended period.
Rather than focusing on statistical measurement, the study explored workers’ perceptions, attitudes, and behavioral changes in response to digital monitoring.
Key Findings: Discipline and Safety Compliance Improve
The study reports several clear behavioral changes after the implementation of CCTV-based digital supervision.
1. Increased Work Discipline
Workers became more consistent in following operational schedules and procedures.
Supervisors reported that employees showed improved punctuality, particularly when starting shifts and completing assigned tasks.
2. Stronger Compliance with Safety Rules
One of the most significant improvements involved Occupational Health and Safety (OHS) compliance.
Workers were more likely to follow safety regulations, including:
- Wearing helmets and personal protective equipment (PPE)
- Following standard operating procedures
- Maintaining safe working distances around heavy equipment
Supervisors noted that CCTV footage allowed management to detect safety violations quickly and address them immediately.
3. Greater Accountability
Digital monitoring increased worker awareness that activities could be reviewed at any time.
This awareness created a stronger sense of accountability and responsibility, encouraging employees to maintain professional conduct even when supervisors were not physically present.
Unexpected Impact: Reduced Informal Social Interaction
While the study highlights several benefits, it also identifies a notable social consequence of digital supervision.
Workers reported that constant monitoring created a psychological sense of being watched, which changed how they interacted with colleagues.
Some employees felt less comfortable engaging in casual conversations or informal social interaction during work hours.
This phenomenon—sometimes described as the “surveillance effect”—can influence workplace culture by making employees more cautious about their behavior.
The researchers note that while the change improves discipline, it may also affect team dynamics and worker comfort.
Implications for the Mining Industry
The findings suggest that digital monitoring systems can significantly improve operational discipline and safety in industrial workplaces.
For mining companies, the benefits include:
- Better compliance with safety regulations
- Faster detection of operational errors
- More efficient supervision across large work areas
- Reduced reliance on constant physical oversight
However, the research also highlights the importance of balancing technology with human-centered management practices.
Transparent communication about how surveillance systems are used can help reduce worker anxiety and maintain a positive workplace environment.
Companies that combine digital monitoring with supportive leadership and clear policies may achieve the best results.
Author Insight
According to the researchers, the success of digital supervision depends not only on technology but also on organizational communication.
Muhammad Surya Bayu Miftah of Universitas Islam Indonesia explains that digital monitoring systems are most effective when workers understand their purpose. When employees see surveillance tools as part of a safety and productivity strategy—rather than a punitive measure—they are more likely to respond positively.
The study emphasizes that digital supervision should support workers, not replace human leadership.

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