Key Performance Indicators (KPI)

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(Project Quality Management)
(Project Quality Management)
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The project manager can take corrective actions if a process is unstable in order to maintain stability.
 
The project manager can take corrective actions if a process is unstable in order to maintain stability.
Control charts are mostly used for repetitive processes ...  
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Control charts are mostly used for repetitive processes, but can also be used for monitoring cost and schedule variances or other management processes to determine if these are in control.
  
 
* Scatter diagrams
 
* Scatter diagrams
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A scatter diagram is a plot of two variables (one dependent one independent), a scatter diagram is used to see if there is a correlation between the variables, the correlations can be either positive or negative, the correlation between two variables can be calculated using a regression line.
  
 
* Benchmarking
 
* Benchmarking
 +
  
 
* Design of Experiments
 
* Design of Experiments

Revision as of 16:38, 25 February 2018

Contents

Abstract

Project management is the application of knowledge, tools, skills and techniques to meet project requirements. [1] This article focus on effectively managing different processes during a project by using KPI's to effectively control and monitor "The iron triangle" of projects.

This article will show how KPIs are used in monitoring and controlling processes in projects, but also provide information of what a KPIs is, and how to visualize the data measured in the KPI. The article will focus on KPIs project management such as; Project time, cost and quality management. These subjects will all be analysed using project control with focus on performance measurements, which will result in the creation of KPIs.

Performance measurement is a fundamental principle of management, it is important to measure performance as it identifies the gap between current and desired performance. Managers can use Key Performance Indicators (KPIs) to identify where to take action in order to improve performance. [1]

Key performance management is used to control stage processes in projects, they are used to assign work, monitor work, deal with issues, report progress to the project board and give better insight to take corrective actions. [2]

Using KPIs enables project managers to track progress in a project, giving them a better overview of deadlines, budgets and more, ensuring that the project stays on track.

Definition of a KPI

Controlling time, cost and quality in a project

The purpose of controlling time in a project is to monitor the status of the activities in order to update progress and manage activities in the schedule. The benefit of monotoring processes are that the project manager can recognize deviations in the schedule, and take actions based on this information.

In order to create the KPIs needed to monitor progress, several input factors should be considered:

- Management of the project work

- Project plan

- organisational assets

Flowdiagram.jpg

[1] (Section 7.4)

The KPIs needed for time management in these input factors should include information on the current status of the project, reviews of the current process, time spent in total or by an individual, adjustments to schedule, days spent or cycle times for repeated tasks/activities.

There are various ways of analyzing the different performances in a project, various techniques can be used in order to analyze the inputs:

  • Trend analysis

Trend analysis evaluates project performance over time and shows whether performance is increasing or decreasing

A way to measure on trend analysis is through reporting/meetings, where the following questions should provide the necessary insights in the analysis of the project:

- Is the project aligned to its goal?

- Where are we compared to last performance check, did we improve? did we decline?

- Did the project minimize risks?

- Did the project maintain standards in planning and communication?


  • Critical path method

If the project isn't progressing along the critical path there is Comparing progress along the critical path determines whether or not the progress of the project adheres to the current end dates in the schedule.

A way to track progress through the critical path is tracking progression with scheduling software, a simple example at how to set up a visual of the CPM is shown below excelPIC

  • Earned value management

The earned value management is a method that combines scope, schedule and resources measurements to assess project performance through the following KPIs : Planned Value (PV), Earned Value (EV), Actual Cost (AC), Schedule Varians (SV), Cost Variance (CV), Schedule Performance Index (SPI) and Cost performance index (CPI). These KPIs show performances on cost, performance and time spent

  • Planned Value (PV)

is the budget allocated to the physical work that needs to be accomplished for an activity or WBS component in the schedule. PV is often referred to as the Performance measurement baseline (PMB). The sum of each PV is also called the Budget at Completion (BAC)

  • Earned Value (EV)

Measures work performed in terms of budget allocated to the scheduled work at the completion. EV is measured when comparing the value to PMB, the EV cannot be greater than the PV. EV is used to measure the progress of the work, and should be measured on each component in a project. EV can be used to monitor single projects, or be cumulative to determine long-term performance

  • Actual Cost (AC)

Actual cost is the realized cost for work performed on an activity or WBS, and is basically the amount of money spent during any point of time in an activity.

  • Schedule Variance (SV)

Schedule variance is a measure of performance indicated by EV and PV. Schedule variance is given by SV = EV - PV. Schedule variance is a measurement showing if a project is ahead or behind schedule and can be used at any point during the project.

  • Cost Variance (CV)

Cost variance is the amount of deficit or surplus at any point during a project and display the cost performance. CV indicates physical performance to cost spent. CV = EV - AC

  • Schedule performance index (SPI)

SPI is a measure of schedule efficiency as the ratio of earned value to planned value, SPI shows how time efficient the project is, an SPI < 1 means less work was completed than planned, and an SPI > 1 means more work was completed than planned. SPI = EV/PV

  • Cost performance index (CPI)

CPI measures cost efficiency of budgeted resources expressed through the ratio of EV to AC. A CPI < 1 imply that there is a cost overrun, a CPI > 1 means a cost overrun. CPI = EV/AC

(PMBOK 7.4.2.1 & 7.4)


Knowing the current performance is needed when a project manager has to update the schedule


PMBOK link for writing [3]

Project Quality Management

In order to control quality, monitoring and recording the results of quality activities are measured in order to assess performance and make necessary changes. The benefits of measuring performance are:

- Identifying poor processes or product quality

- Validating deliverables and work to meet requirements specified by key stakeholders (PMBOK 8.3)

The process of controlling quality should be used during the planning and execution phase of a project to provide the stakeholders with the quality they desire. Some key terms that the project management team should know of are:

- Prevention Keeping errors out of the process

- Inspection Keeping errors away from the customer

- Attribute sampling Does the attributes deliver the needed standards

- Variables sampling The result is rated on the degree of conformity

- Tolerances acceptable results based on a specified range

- Control limits common statistical variation in a stable process

The tools and techniques used to measure quality in processes and projects are:

  • Cost-Benefit Analysis

The cost-benefit analysis compares each quality activity such as less rework, higher productivity, lower costs, increased stakeholder satisfaction and increased profitability to the expected benefit for each of the activities.

  • Cost of Quality (COQ)

COQ includes all cost of conformance and non-conformance in the project. Failure costs for Conformance is often categorized as the internal cost of the project, while nonconformance are considered external costs, as these are found by the customer.

  • Cause-and-effect diagrams

Also known as fishbone- or Ishikawa diagrams. The problem statement is used as a starting point of the analysis, the causes are found by asking why to every problem found until the root cause has been identified. The benefit of doing the cause and effect diagram is that the project team identify undesirable effects of the project in order to take corrective actions to eliminate the issues

  • Flowcharts

also referred to as process maps. These display the sequences and branching possibilities that exist for a process that transforms an input into one or more outputs. Flowcharts show activities, decision points, branching loops and parallel paths. Flowcharts provide a better understanding of activities in a project, which can be used to easier identify costs.

  • Checksheets

Checksheets are used to organize facts in a manner that will facilitate the effective collection of useful data about potential quality problems. Checksheets are used to identify defects while gathering data.

  • Pareto diagrams

A Pareto diagram combines bar and line graphs. The horizontal line show individual attributes that account for probability distribution, while the line graph show the cumulative total of probabilities. Pareto diagrams typically involve either frequencies or consequences

  • Histograms

A Histogram is a bar chart showing tendency, dispersion and shape of a statistical distribution, the difference between a histogram and a control chart is, that a histogram does not include time as an influence on the distribution.

  • Control charts

Control charts are used to determine whether or not a process is stable, this is done by defining upper and lower specification limits based on requirements from the agreement. The limits are determed using standard statistical calculations. If the process exceeds the upper or lower limit due to an unstable process there may be penalties.

The project manager can take corrective actions if a process is unstable in order to maintain stability. Control charts are mostly used for repetitive processes, but can also be used for monitoring cost and schedule variances or other management processes to determine if these are in control.

  • Scatter diagrams

A scatter diagram is a plot of two variables (one dependent one independent), a scatter diagram is used to see if there is a correlation between the variables, the correlations can be either positive or negative, the correlation between two variables can be calculated using a regression line.

  • Benchmarking


  • Design of Experiments
  • Statistical sampling
  • Brainstorming
  • Force field analysis
  • Nominal group technique
  • Quality management and control tools
  • Meetings

PMBOK link [4]

References

  1. 1.0 1.1 A Guide to the Project Management Body of Knowledge. http://proquestcombo.safaribooksonline.com.proxy.findit.dtu.dk/9781935589679/chap3_xhtml
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