February 23, 2011

Week 12_LanreGiwa_Project Decision using Multi-Attribute Technique


Problem Recognition / Identification

In an engineering company, the executives are trying to decide on the strategy to be taken regarding two project offers available to them. They have decided not to only judge based on the monetary values but to use non-monetary attributes.

Development of Feasible Alternatives/Solutions

The following are the alternatives available to the company:

Alternative 1 / Project A – Accept and execute Project A from company ABC.

Alternative 2 / Project B– Accept and execute Project B from company XYZ

Alternative 3 / Project C – Accept and execute Project A from company ABC and Project B from Company XYZ

Alternative 4 – Do nothing

Possible Outcomes and Cash Flow of Alternatives / Solutions

Alternative 1: This project from company ABC is a detailed engineering design job that will be executed with estimated Man-Hours of about 35,000 hours. This is a very large project that will keep the staff busy and will bring revenue to the company. However, company ABC is offering very low labour rates for the engineers to execute the job.

Alternative 2: The second alternative is a Front End Engineering Design (FEED) project from company XYZ. The company wants to construct a 22km pipeline and the estimated man-hours is about 15,000 hours. The good part is that the Labour rates are very juicy and well above the average in the market.

Alternative 3: This option is for the company to combine and execute the two projects concurrently. Considering the large volume of work, the company will ultimately require a lot of resources (such as engineers, furniture and computers) for the projects. The benefit of combining the project is that it wil generate a lot of revenue for the company.

Alternative 4: This will be for the company not to choose any of the options and just maintain status quo for whatever reason.

Selection Criteria / Attributes of best solution

  • Outcome of Profitability Analysis
  • Knowledge and Experience
  • Cordial Relationship
  • Labour rates
  • Estimated Man-Hours
  • Opportunity Cost
  • Availability of Resources to Execute Project

Analysis and comparison of the Alternatives/Solutions

The analysis was carried out by wide consultation amongst the members of staff and the historical records available to the management staff of the engineering company.

Below is a quantitative analysis of the alternatives

The analysis will be carried out using the multi-attribute additive weighting technique. The table 1 below shows a summary Information of attributes and subsequently shows the alternatives available to the company

SUMMARY INFORMATION FOR CHOICE OF A COST ESTIMATING METHODOLOGY

ALTERNATIVES

ATTRIBUTES

PROJECT A

PROJECT B

PROJECT C

DO NOTHING

Outcome of Profitability Analysis

Poor

Good

Excellent

Poor

Knowledge and Experience

Excellent

Good

Excellent

Poor

Cordial Relationship

Poor

Excellent

Good

Poor

Labour Rates

Poor

Excellent

Good

Poor

Estimated Man-Hours

Excellent

Poor

Excellent

Poor

Opportunity Cost

Good

Good

Poor

Poor

Availability of Resources to Execute Project

Good

Excellent

Poor

Excellent





3 LEVEL GRADING SYSTEM

GRADES

DEFINITION

Excellent

3

Having fulfilled or met the inherent attribute between 70% - 100%

Good

2

Having fulfilled or met the inherent attribute between 40% - 79%

Poor

1

Having fulfilled or met the inherent attributes between 0% - 39%

Table 1 – Summary Information of attributes and Project alternatives

From the table above, a 3-level grading system was used to grade the attributes based on the degree of compliance. For the additive weighting technique, it is imperative to convert the grading to dimensionless values, hence the table 2 below shows the attributes converted to dimensionless values.

DIMENSIONLESS VALUES OF THE COST ESTIMATING ALTERNATIVES

ATTRIBUTES

PROJECT A

PROJECT B

PROJECT C

DO NOTHING

Outcome of Profitability Analysis

0

0.5

1

0

Knowledge and Experience

1

0.5

1

0

Cordial Relationship

0

1

0.5

0

Labour Rates

0

1

0.5

0

Estimated Man-Hours

1

0

1

0

Opportunity Cost

0.5

0.5

0

0

Availability of Resources to Execute Project

0.5

1

0

1

Total

3

4.5

4

1

Table 2: Ranking of Attributes

Figure 3 below shows that the ordinal ranking of the attributes have been converted to relative ranking and the relative ranking have all been normalized.

RANKING AND NORMALIZED WEIGHT OF ATTRIBUTES

ATTRIBUTES

Ordinal Ranking

Relative Ranking

Normalized Weight

Outcome of Profitability Analysis

7

8

0.23

Knowledge and Experience

3

4

0.11

Cordial Relationship

2

3

0.09

Labour Rates

6

7

0.20

Estimated Man-Hours

5

6

0.17

Opportunity Cost

1

2

0.06

Availability of Resources to Execute Project

4

5

0.14

Total

35

1.00



NOTES



Ordinal Ranking is ordering of attributes from most preferred to the least preferred

Relative Ranking = Ordinal Ranking + 1



For relative ranking, A rank of 8 is Highest while 1 is Lowest


Normalized Weight = Relative Ranking / Total Relative Ranking

Table 3: Ranking and Normalized weight of Attributes

Kindly note that the ranking of the attributes was done such that relative weights were assigned with higher numbers signifying greater importance. Normalization of these relative ranking was achieved by dividing individual weights by the sum of all the relative weights..

The next table 4 shows the calculation of the best option using the additive weighting compensatory model.












MULTI-ATTRIBUTE DECISION MODEL USING COMPENSATORY ADDITIVE WEIGHTING TECHNIQUE

Calculation of Scores for each alternative

PROJECT A

PROJECT B

PROJECT C

DO NOTHING

ATTRIBUTES

Relative Rank

Normalized Weight

Performance

Weight Value

Performance

Weight Value

Performance

Weight Value

Performance

Weight Value

Outcome of Profitability Analysis

8

0.23

0

0.00

0.5

0.11

1

0.23

0

0.00

Knowledge and Experience

4

0.11

1

0.11

0.5

0.06

1

0.11

0

0.00

Cordial Relationship

3

0.09

0

0.00

1

0.09

0.5

0.04

0

0.00

Labour Rates

7

0.20

0

0.00

1

0.20

0.5

0.10

0

0.00

Estimated Man-Hours

6

0.17

1

0.17

0

0.00

1

0.17

0

0.00

Opportunity Cost

2

0.06

0.5

0.03

0.5

0.03

0

0.00

0

0.00

Availability of Resources to Execute Project

5

0.14

0.5

0.07

1

0.14

0

0.00

1

0.14

Total Score

0.39

0.63

0.66

0.14

BEST CHOICE












Based on Ranking Sheet, Relative Ranking = Ordinal Ranking +1









For relative ranking, A rank of 9 is Highest while 1 is Lowest









Based on the analysis above, I have come up with the best alternative that the company will adopt as its nest strategy.

Best Alternative to be Selected

Amongst all the options analyzed, I would recommend option 3 or Project C as the best choice for the company to execute. Put another way, accepting and executing the two jobs by getting more resources such as buying more computers and employing more engineers to execute both jobs concurrently would be the best option for the company to choose.

Performance Monitoring / Post evaluation

For performance monitoring and post evaluation, the company should send out a customer evaluation form to the two clients to inquire on the level of client satisfaction on the deliverables. This will help the company know areas of development. Secondly, customer evaluation forms should be sent to the internal clients (employees) to know the concerns of the staff regarding the work load and how to address the issues. Another area of evaluation is the total profit of the company for the period and level of experience achieve doing both jobs

References:

  1. AACE International. Skills & Knowledge of Cost Engineering, 5th Edition Revised.Chapter-9, pp.9.1-9.9 Edited by Dr. Scott J. Amos, PE. 2010. AACE International. Morgantown, WV, USA.
  1. Sulliven, W. G., Wicks, E.M., Koelling, C. P., et al. (2009). Engineering Economy (14th ed.), Chp 14 pp551 -570. New Jersey: Pearson Education.
  2. Brassard M, Ritter D. The memory Jogger 2. Tools for Continuous Improvement and Effective Planning.2010.

1 comment:

  1. Absolutely AWESOME, Lanre!!!!

    WOW!!! Perfect application of multi-attribute decision making under real life conditions!!

    What I really need from you now is to "lead from the front" by mentoring your colleagues.

    There are only a handful of you who are using the blog for the purposes it was intended and given this is one the BIGGEST and MOST ACCURATE predictors of who will be successful and who will not be, I need you to develop your leadership skills in helping the others catch up. As noted before for each person you help, I will give BOTH of you credit for that weeks posting. That doesn't mean you write it of them, all it means is you mentor and facilitate them in how to do it.

    Keep up the good work and will be keen to start to see your problems coming in from the next phase of this program, which is to start to prepare you to sit for and pass the exams.

    BR,
    Dr. PDG, Jakarta

    ReplyDelete