Presented by:
Carrie Stinson
ECCO Company - Warranty Data
Results
Based on the 110 claims filed with ECCO Company for injuries, we find that it may be pertinent to look at the detailed
data and pin-point the factors that may be causing claims, and where the most claims are happening, as well as time of day.
First and foremost, it is difficult to fully argue that these findings are 100% correct, in that we are unsure of total number
of employees at each plant, as well as total number of employees on each shift. The
recommendations are solely based on the notion that each plant and each shift is made up of approximately the same amount
of employees.
We find that the largest amount of injuries occurs at the Boise plant during the daytime shift. The total claims had a cost of $21,395.00 in Boise, $6,761.00 in Atlanta, and $1,813 in Reno.
The total claims throughout the three plants for the day shift were $20,562.00, $7984 for the swing
shift, and $1422 for the graveyard shift. It is apparent that the most injuries
occur at the Boise plant based on the numbers.
In addition we have broken the data down by complaint codes. The data
tells us that malfunction represents 58% of the total claims filed. Since more
than half of the claims filed are directly due to malfunction, there are several aspects the company we must first consider.
More directly however, first look at the data at the Boise
plant location. The descriptive statistical analysis is below for your review,
as well as the same summary specifically for malfunctions.
Population
Statistics |
|
Mean |
268.44 |
|
Standard Error |
5.7628 |
|
Median |
269.5 |
|
Standard Deviation |
50.896 |
|
Sample Variance |
2590.4 |
|
Skewness |
0.1884 |
|
Sum |
20938 |
|
Count |
78 |
|
Confidence Level(95.0%) |
11.475 |
|
|
|
|
Malfunction |
|
|
Mean |
273.68 |
Standard Error |
7.6546 |
Median |
277 |
Standard Deviation |
42.619 |
Sample Variance |
1816.4 |
Skewness |
-0.293 |
Sum |
8484 |
Count |
31 |
Confidence Level(95.0%) |
15.633 |
|
|
|
|
The average claim due to malfunctions is $273.68 with a standard deviation of $42.16.
There is a 95% confidence level that the mean will be between $258.05 and $289.31.
Other plants had may have had the same or near the same average for malfunctions, however their standard deviations
were much larger and they reported fewer malfunction claims. Please find the
attached Excel file for each complaint codes descriptive statistics, as well as each plant locations statistics.
Based on the findings that most claims occur during the daytime and are due to malfunctions, recommendations can be
made to support a safer environment. Other information may lead us to believe
that injuries occur due to sleepiness, lack of training, or simply not paying attention.
However, this data tells us that 58% of claims filed are malfunction related, and furthermore that 71% of claims are
generated in the Boise plant location.
It is our recommendation that the Boise Plant Location be fully inspected. Fifty-eight
percent of injuries related to malfunction is unacceptable. We first must decide
if the malfunctions are genuine, or if the employee was at fault. Training may
need to be provided every six months to insure that employees understand the equipment in full. Each piece of equipment must be inspected, serviced, maintained or replaced. It may also be beneficial
to inspect the entire Boise Plant Location to insure it is safe to continue operations.
Recommendation for Incentive Plans
Many large organizations have practices that minimize on the job injuries. Ecco
Company must make changes in their safety practices to lower the total dollar claims paid for each plant.
The first step in minimizing work place accidents is by education. Educating
employees how to avoid workplace injuries will lower the percentage of claims filed.
Employees must be well versed in dealing with potential hazard areas. They
must understand the value of immediate treatment, to prevent prolonged healing. Educational
workshops for safety and policy/procedure will be mandatory for each employee to attend twice per year, occurring every six
months.
In addition to training employees how to avoid workplace accidents, Ecco Company will reward those shifts illustrating
a safe work environment. The entire shift must have no reported accidents for
the duration of one month. At the end of every month, each shift will be evaluated
and rewarded accordingly. The bonus will be a catered luncheon recognizing those
shifts each and every month.
Finally, bonuses will be rewarded to individual employees who demonstrate exceptional safety awareness by allowing
two additional floating holidays at the end of every year of service without an injury.