In: Statistics and Probability
hi chapter 12 Q3: here is the question:
how do i calculate beginning balance from month two knowing month one is $2,500,000
Let,
Month | 1 | 2 | 3 | 4 | 5 | 6 | 7 | 8 | 9 | 10 | 11 | 12 |
Seasonal Factor | 0.80 | 0.85 | 0.87 | 0.92 | 0.93 | 1.15 | 1.20 | 1.18 | 1.03 | 0.95 | 0.98 | 1.14 |
The aim is to modify the data of Hungry Dawg Restaurants and calculate the probability that the account will have insufficient funds to pay claims during the year.
Initial Condition | Assumption: | ||
Number of Covered Employees | 18,533 | Increasing | 2% per month |
Average Claim for Employees | $250 | Increasing | 1% per month |
Amount contributed over Employee | $125 | Constant |
To implement the formula to generate a random number of employees covered by the health plan.
Use the MS Excel function: PsiUniform ()
The change in the number of employees from one month to next can vary between a 2% increase and 1% increase.
In order to obtain total claims use the formula:
Total Claims = Number of Employees * Average claim per employees * Seasonal factor
In order to obtain Company Cost use the formula:
Company Cost = Total Claims - Employee Contribution
In order to obtain ending balance use the formula:
Ending Balance = Beginning Balance + Company Contribution - Company Cost
Use MS Excel function, PsiOutput:
Month | Beginning | Number of | Employee | Average claim | Seasonal | Total | Company | Company | Ending |
Balance | Employees | Contribution | per Employee | Factor | Claims | Cost | Contribution | Balance | |
1 | $2,500,000 | 18904 | $2,363,000 | $252.50 | 0.8 | $4,773,260 | $2,410,260 | $3,000,000 | $3,089,740 |
2 | $3,981,178 | 19282 | $2,410,250 | $255.03 | 0.85 | $4,917,488 | $2,507,238 | $3,000,000 | $4,473,940 |
3 | $5,220,205 | 19667 | $2,458,375 | $257.58 | 0.87 | $5,065,826 | $2,607,451 | $3,000,000 | $5,612,754 |
4 | $6,171,191 | 20061 | $2,507,625 | $260.15 | 0.92 | $5,218,869 | $2,711,244 | $3,000,000 | $6,459,947 |
5 | $6,797,751 | 20462 | $2,557,750 | $262.75 | 0.93 | $5,376,391 | $2,818,641 | $3,000,000 | $6,979,110 |
6 | $7,374,922 | 20871 | $2,608,875 | $265.38 | 1.15 | $5,538,746 | $2,929,871 | $3,000,000 | $7,445,051 |
7 | $6,343,449 | 21289 | $2,661,125 | $268.03 | 1.2 | $5,706,091 | $3,044,966 | $3,000,000 | $6,298,483 |
8 | $5,018,492 | 21714 | $2,714,250 | $270.71 | 1.18 | $5,878,197 | $3,163,947 | $3,000,000 | $4,854,546 |
9 | $3,868,958 | 22149 | $2,768,625 | $273.42 | 1.03 | $6,055,980 | $3,287,355 | $3,000,000 | $3,581,603 |
10 | $3,528,882 | 22592 | $2,824,000 | $276.16 | 0.95 | $6,239,007 | $3,415,007 | $3,000,000 | $3,113,875 |
11 | $3,486,815 | 23043 | $2,880,375 | $278.92 | 0.98 | $6,427,154 | $3,546,779 | $3,000,000 | $2,940,036 |
12 | $3,036,043 | 23504 | $2,938,000 | $281.71 | 1.14 | $6,621,312 | $3,683,312 | $3,000,000 | $2,352,731 |
$36,126,071 | |||||||||
#Negative Months | 0 | ||||||||
Insufficient funds | 0 | ||||||||
P(Insufficient funds) | 0.3246 | ||||||||
5% chance of insufficient funds | 34,319,767 |
From the above output, there are 32.46% of the probability have insufficient funds to pay claims during the year.
From the above output, if they want their only be a 5% chance of having insufficient funds then the amount approximately $34,400,000.