Considering, Human factors, risks arise from the ways people interact with systems, processes, technology, and each other. These risks can significantly influence organizational performance, safety, and operational continuity. With human behavior being so inherently variable organizations should remain initiative-taking while identifying and assessing risks related to decision-making, communication, training, fatigue, and other human condition elements.

This document will present a comprehensive risk register containing ten human factors related to risks, including a single black swan event. The black swan event is an unpredictable, high-impact event of widespread damage. Each risk will be rated using a 1-10 scale and an overall risk score.

Risk Register

#	Risk Description	Business Impact	Severity (1-10)	Probability (1-10)	Risk Score	Mitigation Action
1	Employee fatigue	Errors, reduced productivity, safety events	8	7	56	Manage workloads, enforce breaks, and rest periods, monitor overtime.
2	Communication Breakdown	Delays, rework, misalignment	7	8	56	Standardize communication channels, train teams on communication, clarify roles.
3	Inadequate training	Mistakes, failures, compliance issues, inefficiency	8	6	48	Provide ongoing training, certifications, and competency checks.
4	Human error in data entry	Poor decision making, reporting issues	6	7	42	Automate data input, implement validation checks, train staff.
5	Resistance to change	Adoption delays, performance reduction	7	6	42	Change-management programs, leadership engagement, feedback loops
6	Poor decision-making under pressure	Operational mistakes, safety risks	8	5	40	Stress-management training, implement decision-support tools.
7	Insider threat actor	Data loss, fraud, reputational damage	9	4	36	Access controls, incorporate monitoring, background checks
8	Skill shortages and turnover	Loss of expertise, cost of hiring	7	6	42	Retention programs, cross-training, competitive compensation.
9	Misuse of technology	System errors, security vulnerabilities	6	6	36	User training, system safeguards, clear policies.
10	Black Swan: Sudden mass workforce unavailability; pandemic-level event.	Operational shutdown, long-term instability	10	2	20	Business continuity planning, remote-work implementation, cross-training

Risk Narratives

Employee Fatigue

This is fatigue that is caused by long hours, insufficient rest or sleep or a high workload that leads to reduced alertness, slower reaction times, and increased mistakes.

• Severity – 8: Fatigue-related errors can disrupt operations and safety significantly.
  • Probability – 7: Found to be common in high-demand environments.

Mitigation:

Monitor the amount of overtime employees are getting, enforce break and rest times, rotate shifts, promote wellness programs.

• Communication Breakdown

Communication breakdowns occur when information is unclear, incomplete, or not shared in a timely manner. These failures can lead to delays, rework, and misaligned expectations.

• Severity – 8: Fatigue related errors can disrupt operations and cause safety concerns.
• Probability – 7: This is common in high-demand environments.

Mitigation:

Standardize communication tools, train teams in effective communication, and clarify roles.

• Inadequate Training

Insufficient training leaves employees without knowledge or skills that they need to perform their roles properly. This will lead to errors, inefficiency, and surface compliance issues.

• Severity – 8: Poorly trained employees can cause major operational failures.
• Probability – 6: Training gaps occur when onboarding or updates are rushed.

Mitigation:

Introduce structured training programs, refresher courses, and competency assessments.

• Human Error in Data Entry

Manual data entry is prone to mistakes that distort reporting, analytics, and decision-making. Even small errors can lead to larger operational issues when they go undetected.

• Severity – 6: Errors can cause moderate, yet correctable issues.
• Probability – 7: Manual processes are error-prone.

Mitigation:

Automate data entry, add validation checks, and train employees on the system and accuracy.

• Resistance to Change

Employees are known to sometimes resist new processes or technologies, which will directly slow adoption and possibly reduce effectiveness and lead to more issues down the road.

• Severity – 7: Resistance can easily wreck major implementations.
• Probability – 6: Change resistance can be common without proper measures.

Mitigation:

Use change-management strategies, leadership communication, and directly involve employees.

• Poor Decision-Making Under Pressure

Conditions that are stressful can impair judgement and lead to safety or operational errors.

• Severity – 8: Poor decisions lead to dire consequences.
• Probability – 5: This will occur mainly in high-stress events.

Mitigation:

Implement stress-management training, incorporate decision-support tools.

• Insider Threat

This is where a disgruntled or malicious employee intentionally compromises the company’s systems or data.

• Severity – 9: There is an immense potential for extreme financial or reputational damage.
• Probability – 4: Highly unlikely.

Mitigation:

Use access controls, monitoring tools, background checks, and separation-of-duties.

• Skill shortages and turnover

High turnover or shortages of skilled employees reduce productivity, increase hiring costs, and weaken institutional knowledge.

• Severity – 7: Loss of expertise disrupts continuity and puts the brakes on operations.
• Probability – 6: Turnover is a regular event in competitive labor markets.

Mitigation:

Implement and strengthen retention programs, give employees a reason to stay and do well. Crosstrain employees and offer a competitive compensation program.

• Misuse of Technology

Employees may use systems incorrectly causing errors and security vulnerabilities.

• Severity – 7: The issues are likely disruptive, yet correctable.
• Probability – 6: Turnover is a common issue in a competitive field.

Mitigation:

Provide user training, enforce clear policies, implement safeguards.

1. Black Swan Event: Sudden Mass Workforce Unavailability

This is a highly unpredictable, catastrophic event like a pandemic, regional disaster, or infrastructure collapse which could cause widespread employee absence.

• Severity – 10: Could cause operations to stop.
• Probability – 2: This is an extremely rare event causing catastrophic impact.

Mitigation:

Develop business continuity plans, enable remote work, cross-train employees, maintain emergency protocols, and create redundancy.

Conclusion

Human factors continue to play a crucial role in organization reliability, safety, and performance. The risks outlined in this register demonstrate how issues like fatigue, communication failures, inefficient training, and misuse of technology can disrupt operations if not managed aggressively. Research on human and organizational performance emphasizes that human error is regularly a predictable outcome of system design and workplace conditions rather than individual failure, reinforcing the need for structured strategies.