Some Problems Can't Be Predicted — But Most Can Be Prevented
The Two Sub-Processes
Problem Management is broken into two distinct sub-processes :
- Reactive Problem Management: Identifying the root cause, or providing suitable workarounds, of known incidents
- Proactive Problem Management: Identifying and eliminating the root cause of incidents, or providing suitable workarounds, in order to prevent their recurrence
Both are essential for effective problem management.
Reactive Problem Management
Definition: Reactive Problem Management is triggered by incidents and aims to identify root causes and provide suitable workarounds .
When it's triggered:
- Major incidents
- Recurring incidents
- Patterns of incidents
- Events from monitoring
Key activities:
- Root cause analysis of incidents
- Workaround development
- Known error documentation
- Change requests
Outcome: Permanent resolution of issues that have already occurred.
Proactive Problem Management
Definition: Proactive Problem Management identifies and eliminates root causes before incidents occur .
When it's used:
- Trend analysis
- Monitoring data review
- Continuous improvement initiatives
- Preventive maintenance
Key activities:
- Trend analysis
- Pattern detection
- Predictive analytics
- Preventive actions
Outcome: Prevention of incidents before they occur.
Balancing Reactive and Proactive
|
Dimension |
Reactive |
Proactive |
|
Trigger |
Incidents |
Data analysis |
|
Focus |
Past |
Future |
|
Timeframe |
Immediate |
Strategic |
|
Resource investment |
High initially |
Ongoing |
The 80/20 Rule
A significant portion of incidents come from a small number of underlying problems. By identifying and fixing these root causes, organizations can dramatically reduce incident volume.
Proactive Problem Management in Practice
1. Trend Analysis
Review incident data over time to identify patterns:
- Which incident types are increasing?
- What systems have the most incidents?
- What times of day/week have the most incidents?
2. Predictive Analytics
Use historical data to predict future incidents:
- Which patterns preceded past incidents?
- What thresholds indicate risk?
- What systems are at risk?
3. Preventive Action
Take action based on analysis:
- Apply patches before vulnerabilities are exploited
- Scale resources before capacity is exceeded
- Update procedures before they cause errors
The Business Case for Proactive
|
Investment |
Return |
|
Trend analysis |
Fewer incidents |
|
Predictive analytics |
Reduced downtime |
|
Preventive maintenance |
Lower incident volume |
|
Root cause elimination |
Permanent fixes |
Conclusion
Reactive and proactive problem management are not competing approaches—they're complementary. Reactive problem management addresses issues after they occur; proactive problem management prevents them from occurring in the first place.
Action Items for Your Organization
- Assess your current balance between reactive and proactive problem management
- Allocate dedicated time for proactive analysis
- Start trend analysis on incident data
- Identify high-volume incident patterns
- Implement preventive actions for top patterns
