Analysis of Repair Costs and Mileage for Friendly Courier Inc.
Verified
Added on  2023/05/29
|7
|1184
|172
AI Summary
This report analyzes the relationship between repair costs and mileage for Friendly Courier Inc. and explores potential solutions to the problem. The report concludes that a lifetime warranty on brakes and suspension is the best solution.
Contribute Materials
Your contribution can guide someone’s learning journey. Share your
documents today.
OPERATIONS MANAGEMENT STUDENT ID: [Pick the date]
Secure Best Marks with AI Grader
Need help grading? Try our AI Grader for instant feedback on your assignments.
Introduction Friendly Courier Inc. is a Toronto based company which is witnessing a reduction in the revenue arising from parcel service. The owner (and also President) of the company is concerned about the falling revenues. Also, another concern that has come to light is that the break down costs of truck has been rising as the fleet is getting older. This is leading to higher maintenance costs for the trucks. Joe is sure that replacing the old fleet is not the solution and therefore wants to conduct some analysis with regards to the relationship between the total repair costs and the mileage. Also, Joe has suggested that interchanging the fleet in the East and West may be the solution to the current problem. Additionally, a proposal has been suggested by his dispatcher regarding a life time warranty on the brakes and suspension with an estimated cost of $ 4,500 per annum which. Recommendation needs to be offered to Joe with regards to the above issues that have been highlighted. Analysis The first issue at hand is to explore the relationship between the mileage of the trucks and the repair costs. By considering the data for all the trucks from both East and West, the following scatter plot has been obtained. It is apparent from the above scatter plot there is a positive linear relationship between the mileage and total repair costs which is apparent from the positive slope of the best fit line. Also, the magnitude of the relationship seems to be quite strong considering the fact that the
correlation coefficient is quite high (near 0.9). This clearly indicates that as mileage travelled tends to increase, there is higher repair cost as well (Hillier, 2016). Another task is to explore the relationship of mileage separately with braking and suspension cost to bring out any differences between the two relationships. The scatter plot between mileage and braking costs based on the data provided is highlighted as follows. While there does exist a linear relationship between mileage and brakes repair cost but the value of correlation coefficient is slightly lower here. Nevertheless the relationship between the two variables tends to remain strong. Also, based on the regression line equation, it seems that with an increase of 1 unit in the mileage, the brakes repair cost would increase by $ 0.09 (Flick, 2015). The scatter plot between mileage and suspension costs based on the data provided is highlighted as follows.
While there does exist a linear relationship between mileage and suspension repair cost but the value of correlation coefficient is slightly lower than the total costs but slightly higher than the braking repair costs (Eriksson & Kovalainen, 2015). Nevertheless the relationship between the two variables tends to remain strong. Also, based on the regression line equation, it seems that with an increase of 1 unit in the mileage, the brakes repair cost would increase by $ 0.06 (Hair, Wolfinbarger, Money, Samouel & Page, 2015).Hence, it is evident that change in repair costs of braking are about 1.5 times that of the repair costs of suspension brought about by a unit increase in mileage. Another objective is to compare whether the average total repair costs across East and West region are the same or not. In order to compare the two, a time series line graph would be suitable as indicated below.
Paraphrase This Document
Need a fresh take? Get an instant paraphrase of this document with our AI Paraphraser
From the above graph, it is evident that there is significant difference between the repair costs of the trucks operating on the East Toronto Team and West Toronto Team. Further, this difference is not limited to a particular year but continues for all the periods as has been highlighted. However, the above results need to be interpreted in the wake of the correlation between mileage and repair costs (Hillier, 2016). The repair cost for the trucks on the two teams are different owing to the difference in mileage. For instance in 2018, the average mileage travelled for a truck on the East team was 6130 in comparison to the corresponding figure of 2753 for the truck on the West Team. Thus, interchanging the trucks would not help much as the repair cost per unit mileage on both the teams is quite similar. With regards to taking the decision about the purchasing of life time warranty, the average annual repair costs per truck need to be highlighted over the given time period on both the teams. This is illustrated below.
With regards to the East Team, it is apparent that for every year, the average annual repair cost tends to exceed $ 4,500. With regards to the West Team, in the recent years i.e. 2017 & 2018, the average annual repair cost has exceeded $ 4,500. Further, considering the fact the truck fleet is getting older every year, it would be fair to expect that the repair expenses related to brakes and suspension would further increase. As a result, it makes sense for the company to avail the life time warranty for the entire truck fleet on both teams. Recommendation Based on the above analysis, it can be concluded that there is a very strong relationship between mileage and total repair costs for trucks. However, there is a slight difference in the underlying relationship between mileage and braking repair costs & mileage and suspension repair costs. But the broad relationship is still maintained. Also, the total repair costs across the two regions tends to differ which may be attributed to mileage travelled differences. Hence, inter-changing the trucks may not be a good idea as it is unlikely to resolve the problem. The best solution would be to avail the life time warranty with regards to brakes and suspension repair costs at a cost of $ 4,500 per truck as the average annual cost in this regards being incurred by the company is significantly larger.
References Eriksson, P. & Kovalainen, A. (2015).Quantitative methods in business researchLondon: Sage Publications. Flick, U. (2015).Introducing research methodology: A beginner's guide to doing a research projectNew York: Sage Publications. Hair, J. F., Wolfinbarger, M., Money, A. H., Samouel, P., & Page, M. J. (2015).Essentials of business research methodsNew York: Routledge. Hillier,F.(2016).IntroductiontoOperationsResearch.NewYork:McGrawHill Publications.