Sunday, November 18, 2012

W4_LUCKY_Benchmarking Service Excellence


W4_LUCKY_Benchmarking Service Excellence

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Problem Definition

·         Benchmarking service excellence – synchronizing resource capacity with service demand: the Nigerian maintenance service company experience

Problem/ Need Formulation and Evaluation

In today’s oil and gas equipment and services industry, equipment owners are making more demands for effective service due to aging equipment and dearth of competent operators.

Service providers are faced with shortage of skilled and competent service personnel as they strive to meet the needs of the customers.        

Feasible Alternatives

The following options are available for adoption:

·         Alternative A – Adopt Aberdeen Group Service benchmarking KPI

·         Alternative B – Conduct a market assessment

·         Alternative C – Develop a new set of benchmarking KPIs for adoption

·         Alternative D - Maintain status quo

Criteria Selection

Selection criteria of the alternatives are as follows[1]:

·         Solid link to the business need – the KPI must be linked to the business objectives of the organization ( cost reduction/effectiveness, quality, safety etc)

·         Connect with focus area – areas with opportunity for higher potential for improvement in relation to the upfront investment cost outlay

·         Test the 4-I’s – [Indicators ineffective in isolation] – comparison of an indicator with other related indicators to obtain a full picture of the business aspect under examination. To illustrate, consider the following indicators: Schedule compliance – 50%; Estimate accuracy -95%; Maintenance labor utilization – 110%; Reactive work – 65%. Taken in isolation, schedule compliance appears to be the aspect of the project performance needing attention, whereas when considered along with the other KPIs, it becomes obvious that reactive work is the cause of maintenance staff breaking the schedule.

·         Carefully designed and tested KPIs – KPIs should be formulated by experienced personnel working together as a group and providing an interpretation for positive or negative value returns in a documentation accessible to all stakeholders. Standardization is the key to resolving this concern. The society of maintenance and reliability professionals (SMRP) has published KPIs relevant to the maintenance industry that has been widely accepted.

·         Leading versus Lagging indicators – Leading indicators predict early changes in performance as they are direct measures of a specific step in a process before the cycle is complete and thus can be used to mitigate specific problems ‘within a process before the business is impacted negatively.’[2] (Marin, 2009). Lagging indicators show trends as they measure the effects of changes to a set of steps in a process after the cycle has been completed. They are good for gauging cultural or systemic problems within a process; and for showing the results of ‘changes made to specific actions’ for process improvement.1 (Marin, 2009).

·         Ease of implementation in stages – the purpose is not to overwhelm those monitoring the KPIs otherwise sustainability issues and missed opportunities for process improvement may arise; and to allow for proper testing and refinement as the organization’s process matures.

·         Ease of establishing business tiers in the reporting structure – KPIs should roll up from front line managers to upper management. This will help in identifying systemic and local performance issues.

·         Ease of setting appropriate sampling frequency and trend windows – KPIs comes handy in determining process effectiveness. Time period to build effective and firm trends is crucial to the process in order to ascertain whether the process being measured is improving, maintaining or degrading. The sampling frequency and trend window for each KPI is equally important.2 (Marin, 2009).

·         Robustness to recognize human factors - proactively deal with human factors that can compromise the KPIs input data’s integrity by automating KPI report generation with minimal effort to input values, educating all personnel in the reporting chain and focusing on all KPI set, positive or negative.2 (Marin, 2009).

Selected Alternative:

Using the criteria stated above, alternative A is selected for use as the benchmarking service excellence KPIs as it has more favorable outcomes compared to the other alternatives –B, C and D. (See Table 5 below).

Table 5: Feasible Alternative ROI Worksheet

Issue: What is our best service excellence performance measure?
Item
Link to Business Objectives
High Potential
4-Is Test
Tested KPIs
Balanced Leading/Lagging KPIs
Implementation in stages
Business Tier Structure
Sampling Frequency
Human Factors protection
TOTAL
Alternative A
3
3
2
3
3
3
3
3
3
26
Alternative B
3
2
2
2
2
2
2
3
2
20
Alternative C
3
2
2
1
2
2
2
3
2
19
Alternative D
1
1
1
1
1
1
1
1
1
9
Scoring Range: 1 (low) - 3 (High)

Selected Alternative

Using the Aberdeen Group service benchmarking KPI had the highest scoring, and thus was picked as the feasible alternative.

Since resources are limited, synchronizing the resource capacity of the organization with the service demands apparently offers the best ROI for the organization.

The Aberdeen benchmark report[3] (Jain, 2007) showed that forward-thinking companies that undertook strategic actions to achieve service excellence by accurately forecasting service demand and effectively planning and provisioning service resources to meet that demand had impressive results (p. 2):

According to Jain, such strategic initiatives have yielded:

·         22% increase in first-time fix rate

·         18% higher SLA compliance rate

·         27% improvement in workforce utilization

·         14% lower overtime costs

 

Table 1: Potential Savings from Achieving Best-in-Class Dispatcher-to-Technician Ratio[4]

# Techs.
# Disptchs @1:14 Ratio
# Disptchs @1:19 Ratio
Difference in # Dispatchs
Cost Savings from Reducded Headcount ($ millions)
100
7
5
2
$0.20
500
36
26
10
$0.80
1,000
71
53
18
$1.40
5,000
357
263
94
$7.10
Source: Aberdeen Group, August 2007

 

Conclusion

I am working on my third draft which I intend to send to Dr. PDG in a short while. This draft comprises of chapters four and five.

References:

1.       Sullivan, W., Wicks, E., Koelling, P., Kumar, p., & Kumar, N. (2012). Engineering economy (15th edition). England: Pearson Education Limited.

2.       Jain, A. (2007). Underpinnings of Service Excellence: Synchronizing Resource Capacity with Service Demand. Retrieved from http://www.astea.com/en/forms/webinar.aspx?t=whitepaper17

3.      Purdue OWL APA style, (2011). APA formatting and style guide. Retrieved from http://owl.english.purdue.edu/owl/resource/560/19/

4.      Giammalvo, P. (2012, October 22). Integrated portfolio (asset), program (operations) and project management methodology course (cost engineering) slides (An AACE methodology course). Lagos, Nigeria: Lonadek

 

 



[1] Sullivan, W., Wicks, E., Koelling, P., Kumar, p., & Kumar, N. (2012). Engineering economy (15th edition). England: Pearson Education Limited.
[2] Marin, J. (2009, December 7). What gets measured gets done – is only partly correct: Tips for establishing effective key performance indicators. Retrieved from http://www.ivara.com/index.php/2009/12/07/tips-for-establishingeffective-key-performance-indicators/
 
[3] Jain, A. (2007). Underpinnings of Service Excellence: Synchronizing Resource Capacity with Service Demand. Retrieved from http://www.astea.com/en/forms/webinar.aspx?t=whitepaper17
[4] Jain, A. (2007). Underpinnings of Service Excellence: Synchronizing Resource Capacity with Service Demand. Retrieved from http://www.astea.com/en/forms/webinar.aspx?t=whitepaper17

2 comments:

  1. OK Lucky but for your BLOG posting, you are limited to between 250 and 500 words only. You have over 900 words.......

    So what I would expect would be instead of you publishing an entire chapter, would be for you to only explore ONE of the tables from above.

    In other words, what I would like you to do would be for W5 is to take Table 5 and write a single blog posting of 250-500 words describing only that table. Then for your W6 blog posting, you would take Table 1 and explain what problem you were trying to solve with that table.

    I am going to accept this posting but for W5 on, I want you to keep your postings down to 250 - 500 words. Break each chapter into much smaller bite sized portions and validate them. In the end, it will help you write your paper in a much more logical understandable manner.

    Another suggestion- Get your hands on a copy of Engineering Economics. (Any edition) and when you set up your tables, I would urge you to use Multi-Attribute Decision Making tools and techniques (Chapter 14 in Engineering Economy) Pick one of the compensatory models for your final paper.

    But your citations are EXCELLENT!!! Spot on!!!

    Keep up the good work but you've got do some intense editing. Trying to cover way too much ground for 3000 - 5000 words.

    BR,
    Dr. PDG, Jakarta

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  2. PS Instead of trying to copy and paste excel spreadsheets into your blog posting, you would be MUCH better off if you downloaded Snag It http://www.techsmith.com/download/snagit/ and used that software to capture the table. Save it as a .png or .pdf file then insert it into your paper. It will save a TON of formatting time.

    BR,
    Dr. PDG, Jakarta

    ReplyDelete