Variable Analytics
Summary statistics across all claims
Total Claims Analyzed
20
Variables Tracked
14
Severity Filter
All
Reserving Variables
Expected Development Pattern
Expected claim development timeline and pattern for actuarial modeling and loss reserving
Simple Mode
average
16 / 20 (80.0%)
Weighted Mode
average
Avg confidence: 0.84
Value Distribution
Injury Severity
Severity classification of the injury for actuarial reserving and loss development modeling
Simple Mode
moderate
13 / 20 (65.0%)
Weighted Mode
moderate
Avg confidence: 0.87
Value Distribution
Medical Complexity
Complexity level of medical treatment and care management required
Simple Mode
complex
7 / 20 (35.0%)
Weighted Mode
complex
Avg confidence: 0.87
Value Distribution
Treatment Type
Primary treatment approach for the injury
Simple Mode
conservative
11 / 20 (55.0%)
Weighted Mode
conservative
Avg confidence: 0.89
Value Distribution
Ultimate Cost Category
Categorical range of ultimate claim cost for loss development modeling
Simple Mode
<25K
11 / 20 (55.0%)
Weighted Mode
<25K
Avg confidence: 0.88
Value Distribution
Ratemaking Variables
Causation Type
Primary mechanism/cause of the injury or incident for risk classification and experience modification
Simple Mode
human_factor
20 / 20 (100.0%)
Weighted Mode
human_factor
Avg confidence: 0.87
Value Distribution
Experience Modifier Impact
Expected impact of this claim on employer's experience modification factor
Simple Mode
neutral
13 / 20 (65.0%)
Weighted Mode
neutral
Avg confidence: 0.86
Value Distribution
Industry Risk Category
Industry risk classification for experience rating and pricing
Simple Mode
construction_heavy
7 / 20 (35.0%)
Weighted Mode
construction_heavy
Avg confidence: 0.85
Value Distribution
Safety Compliance
Level of safety protocol compliance observed or documented
Simple Mode
unknown
12 / 20 (60.0%)
Weighted Mode
unknown
Avg confidence: 0.59
Value Distribution
Claim Management Variables
Fraud Risk
Assessed risk of fraudulent claim elements
Simple Mode
low
20 / 20 (100.0%)
Weighted Mode
low
Avg confidence: 0.88
Value Distribution
Litigation Risk
Assessed risk of claim proceeding to litigation
Simple Mode
low
13 / 20 (65.0%)
Weighted Mode
low
Avg confidence: 0.89
Value Distribution
Management Complexity
Level of complexity in managing and handling the claim
Simple Mode
moderate
11 / 20 (55.0%)
Weighted Mode
moderate
Avg confidence: 0.86
Value Distribution
Risk Level
Overall risk level classification for ratemaking and pricing decisions
Simple Mode
medium
14 / 20 (70.0%)
Weighted Mode
medium
Avg confidence: 0.84
Value Distribution
Settlement Likelihood
Probability of claim reaching settlement agreement vs. prolonged litigation
Simple Mode
high
14 / 20 (70.0%)
Weighted Mode
high
Avg confidence: 0.89