Accident frequency (probability that an accident will happen) and severity (aver
ID: 409631 • Letter: A
Question
Accident frequency (probability that an accident will happen) and severity (average cost per accident) are very important metrics when predicting losses. Using the table below, which coverage would have the highest Loss Ratio? Show your work
Loss Ratio = Losses / Premium
Coverages Collected Customers Accident Probability Accident Collision $4,000 300 1.3% $600 Comprehensive $3,500 250 1.6% $600 Bodily injury $10,000 1,000 2.3% $300 Property Damage $9,600 1,000 5.5% $120 Personal Inj Protection $8,600 870 1.2% $775Explanation / Answer
Cumulative Loss for each coverage can be defined as
= Number of Customers ( ‘Customers’ x Accident probability in fraction ( ‘Accident probability’/100) x Cost per Accident ( ‘Accident’)
Thus Loss Ratio
= Cumulative loss for each coverage ( as defined above) / Premium Collected ( ‘Collected’)
Following table presents Loss ratios for various types of coverages calculated as per above formula :
Coverage
Loss Ratio
Collision
0.585
Comprehensive
0.685
Body injury
0.690
Property Damage
0.687
Personal injury protection
0.940
From above Table, it is evident that “Personal Injury Protection ” has the highest Loss Ratio
PERSONAL INJURY PROTECTION COVERAGE HAS THE HIGHEST LOSS RATIO
Coverage
Loss Ratio
Collision
0.585
Comprehensive
0.685
Body injury
0.690
Property Damage
0.687
Personal injury protection
0.940