Key Performance Measures

       Arriffin Mansor
Contents
•   Definition of Key Performance Indicators
•   Purpose of KPI
•   Value Chain
•   Types of KPIs
    – Lead and lag indicators
    – Drivers and outcome
Purposes of performance
              measurement:

To identify whether we are meeting customer requirements
To help use understand our processes
To ensure decisions are based on facts, not on emotion
To show where improvements need to be made
To show if improvements actually happened
To identify whether our contractors or suppliers are meeting
our requirements


                                                               3
Types of Measures
•   Input indicators
•   Process Indicators
•   Output indicators
•   Outcome indicators




                  (c) Arriffin Mansor 012-2786282   4
Characteristics of good Key
       Performance Indicators
•   Meaningful
•   Measurable
•   Quantitative or qualitative
•   Routinely collected
•   Comparable - for benchmarking
•   Useful


                                    5
Drivers and Outcome
• KPIs are recorded along the value chain
• KPIs at the higher levels are the drivers or
  causes
• KPIs at the lower levels are outcome indicators
  which indicates whether objectives are being
  met.



                  (c) Arriffin Mansor 012-2786282   6
Indicators of Performance

        Measurable factors, falling logically within a given key result area, on which
        objectives may be set.
       May be hard numbers, percentages, significant achievements, or problems to
        be overcome.
       Identify what will be measured, not how much or in which direction.
       Represent factors that can be measured on an ongoing basis.




7
Example Indicators of Performance
     Key Results Areas   Indicators of Performance

    • Return/ Profit                  • Return on Revenue
                                        Donations to Sales Ratio
                                        Net profit
    • Productivity                    • $ sales per employee
                                        Units produced/month
    • People development              • Percent ethnic hire
                                        Days of training/employee
    • Market penetration              • Percent of market share
                                        Percent growth by product

8
Examples of Key Performance Indicators

Key Results Areas   Key Performance Indicators
Return/profit          Return on investment
                       Percentage of return on sales
                       Net profit before taxes (dollars)
                       Percentage of gross margin (by product line)
Productivity        Dollars of sales per employee
                        Units per month (by product line)
                        Output per work-hour
                        Output per employee
                        Overtime as percentage of payroll
                        Downtime
                        Turnaround time

9
Examples of Key Performance
                  Indicators (2)


Key Results Areas     Key Performance Indicators
Employee development Training investment as percentage of sales
                          Number of employees on degree plan
                          Cross-training plan
                          Number of backups per position
                          Number of employees with implemented
                              development plan




   10
Examples of Key Performance
              Indicators (3)

 Key Results Areas   Key Performance Indicators
 Quality assurance      Percentage of first-time acceptance
                        Yield
                        Cost of rework, scrap
                        Percentage of error-free completions
                        (per shift, per employee)
                        Percentage of recidivism (in law
                                     enforcement)
 Cross-functional    Percentage of on-time completions
 Integration             Number of unresolved conflicts
                         Average lead time on support
 requests
                        Specific joint project agreements

11
Examples of Key Performance Indicators (4)

             Examples of Key Performance Indicators (continued)
     Key Results Areas         Key Performance Indicators
     Research and                 Number of new product ideas
     approved for
     development                       development
                                   Projected dollar value of approved
     product                                        ideas
                                   Number of new applications for
     current                                        products/services
                                   Cost of R&D investment: ratio to
     total                                          budget




12
Examples of Key Performance
               Indicators (5)
        Examples of Key Performance Indicators (continued)
Key Results Areas       Key Performance Indicators
Organizational          Favorable mentions in media
Image                       Public information programs
                            Involvement in community
                            Interorganizational cooperative efforts
Legislative relations   Response time to legislators
                           Inquiries handled favorably
                           Funding approved
                           Major programs approved




13
Measurement Basics
   A quick and basic understanding of different aspects of measurement.
    Measurement Form                           Advantage                                        Disadvantage
   Numbers              Simple and easy to understand                     Only as good as the strategic objective
   Index                Allows combining several measurements             Hard to understand what is happening
   Percentages          Good measure for time span                        May be not be used correctly
   Ratings              Good measure for qualitative information          Can be subjective on how it was derived
   Ratios               Measures critical relationships                   May require additional analysis to reach conclusion
   Rankings             Close gaps for top ranked companies               Not appropriate for lower ranked companies




    Measurement Type                       Advantage                                             Disadvantage
   Outcomes          Objective and easy to capture                        Focused on past, not current
   Drivers           Predictive and leading the organization              Difficult to derive and support


Arriffin                                     Corporate performance management                                            14
Drivers and Causes


            •Pricing              5%
            •Costs             Profit                     10%         20%
            •Expenses          Margin                Return on       Return on
            •Product Mix                              Assets         Equity
                                                            (leverage)
•Inventory & Receivable         Asset
 Management                    Turnover
•Fixed Asset                      2.0
 Management


 Arriffin                  Corporate performance management                 15
Return on Assets (ROA)

                         KPI
Asset                    ROA




                Profit


                               16
The ROA based performance plan

       Assets                        ROA




Resources




                                     Profit
                Performance Target


                 © Arriffin 2009              17
100 FINANCIAL
INPUT         PROCESS           OUTPUT     OUTCOME

Material      variances
Labour
Overhead      Efficiency        Quantity   Average cost
              ratios            produced   per
                                           transaction


Research      Productivity      Value      ROI
dev expense   ratios            produced


Inventory     Average                      RETURN ON
turnover      lead time                    EQUITY


              Waste Reduction

                                                     18
500 MARKETING
INPUT                PROCESS             OUTPUT               OUTCOME

Material             Response rate       No of customers
Labour               Marketing costs %   Sales volume
Overhead             Efficiency ratios   Customers
                                         Profitability


Research             Productivity        Product              ROA marketing
dev expense          ratios              profitability
                     Average cost per    Customer             Return on Sales
                     transaction         acquisition
Inventory turnover   Average lead time   Customer retention



Price rel to comp    Waste Reduction     Revenue growth

                     Delivery Channel                                           19
400 INTERNAL PROCESS
INPUT           PROCESS           OUTPUT     OUTCOME

Material        variances
Labour
Overhead        Efficiency        Quantity   Average cost
                ratios            produced   per
                                             transaction


Research        Productivity      Value      ROI
dev expense     ratios            produced


Inventory       Average                      Average
turnover        lead time                    Prodn cost


                Waste Reduction

                                                          20
900 HRM
INPUT        PROCESS           OUTPUT           OUTCOME

Incentives   variances         Turnover ratio


Hours        Efficiency        No               Profit per employee
             ratios            produced


Training     Productivity      Value            ROI
             ratios            produced


Salary       Average           Turnover         Revenue per
             lead time                          employee


Skill        Waste Reduction   Employee         Value added per
competency                     productivity     employee

                                                                  21
There are five ways to increase ROA. . .

                   Reduce
                   Expenses
       Increase              Reduce
         Sales                 Assets



 Increase                         Increase
   Price                            turnover




                                               22
DuPont Analysis
                   Sales                                COH 2005
            $      1,689,429,000

               Cost of Goods
             Sold + Extra Taxes        Net Profits
            $        384,153,000       After Taxes
                                   $      358,612,000                  Net Profit
                 Operating                                              Margin
 Income          Expenses                                               21.23%
Statement   $       731,891,000                                        NI/SALES
                                          Sales                                            Return on
                 Interest          $    1,689,429,000                                     Total Assets
                 Expense                                                                     (ROA)
            $        13,641,000                                                             26.17%
                                                                                          NPM X TAT
                   Taxes
            $       201,132,000           Sales
                                   $    1,689,429,000                 Total Asset
                                                                       Turnover
                                                                         1.23                                Return on
                  Current                                             SALES/TA                              Equity (ROE)
                  Assets                                                                                      33.96%
            $       709,360,000        Total Assets                                                         ROA X FLM
                                   $    1,370,157,000
                Net Fixed
              Assets & Other                                         Stockholders'
            $       660,797,000                                         Equity
Balance                                                            $   1,055,920,000       Financial
 Sheet            Current                                                                  Leverage
                 Liabilities                                                             Multiplier (FLM)
            $        265,661,000          Total                                                1.30
                                        Liabilities                  Total Liabilities    TA/EQUITY
                Long Term          $      314,237,000               & Stockholders'
                  Debt                                                Equity = Total
            $         3,270,000                                          Assets
                                     Stockholders                  $    1,370,157,000
                   Other                Equity
                 Liabilities       $   1,055,920,000
    23      $         45,306,000
The ROA at various levels?
  At corporate level
It is easy to calculate ROA at corporate
   level.
                               At departmental level
                                         Most likely
                            At supervisory level
                              It is still possible to arrive at the
                              ROA at supervisor level
 At individual level
 Some employees has no assets
   attached to them

 24
                           © Arriffin 2009
Steps in calculating ROA for employees

1. Draw an income statement fo each employee
2. Identify assets employed to each employee.
          (Assets allocated to the employee)
3. ROA determine the viability of each job but not the
   fairness of the job pay.
4. Use return on pay (ROP) to compare the performance of
   each employee with relation to their salary or
   compensation plan.
5. Profits / Sales x Sales / pay = ROP


     25
                                  © Arriffin 2009
Layers of Measurement
                                                                                   Performance
                  Senior Management                                                Management
Enterprise

      Goals &                                       Program Office
     Objectives
                                                                               Measurement
                    Process Management (QP)                                     Repository


                                         Improve

 Process               ..                Control
                                                              Process       Enterprise
                                Define
                                         Execute
                                         Process   Measure   Measures        Database        •
                                                                                             •
                                                                                                 Applications
                                                                                                 Projects
                                                                                             •   Employees
                                                                                             •   Client



                  Project A   Project B             Project C

 Project

 Product               Product X                   Product Y            Project/Product
                                                                             Data

                                                         Historical Measures

                                                                                                                26
Common Misuse of Performance Measurement?

• Behavior is influenced by measures
   – “You get what you measure because that is what you reveal
     as what you think is important.” (Sink and Tuttle, 1989)
• But, are we measuring the right things?
   – How do we know the measure accurately reflects system
     performance?
   – How do we know that the measure is under the control of
     those it’s attributed to?
   – Are we measuring to control or to improve, or both?



                                                           27
A good KPI system are measures
• At outcome level - performance level
  – Corporate Level
• At output level - Production level
• At process level – efficiency and productivity
  measures
  – Sales & Production
• At input level - alternative labour, material
  and overhead choices
Questions & Answers




                      29

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Key performance indicators 2010

  • 1. Key Performance Measures Arriffin Mansor
  • 2. Contents • Definition of Key Performance Indicators • Purpose of KPI • Value Chain • Types of KPIs – Lead and lag indicators – Drivers and outcome
  • 3. Purposes of performance measurement: To identify whether we are meeting customer requirements To help use understand our processes To ensure decisions are based on facts, not on emotion To show where improvements need to be made To show if improvements actually happened To identify whether our contractors or suppliers are meeting our requirements 3
  • 4. Types of Measures • Input indicators • Process Indicators • Output indicators • Outcome indicators (c) Arriffin Mansor 012-2786282 4
  • 5. Characteristics of good Key Performance Indicators • Meaningful • Measurable • Quantitative or qualitative • Routinely collected • Comparable - for benchmarking • Useful 5
  • 6. Drivers and Outcome • KPIs are recorded along the value chain • KPIs at the higher levels are the drivers or causes • KPIs at the lower levels are outcome indicators which indicates whether objectives are being met. (c) Arriffin Mansor 012-2786282 6
  • 7. Indicators of Performance  Measurable factors, falling logically within a given key result area, on which objectives may be set.  May be hard numbers, percentages, significant achievements, or problems to be overcome.  Identify what will be measured, not how much or in which direction.  Represent factors that can be measured on an ongoing basis. 7
  • 8. Example Indicators of Performance Key Results Areas Indicators of Performance • Return/ Profit • Return on Revenue Donations to Sales Ratio Net profit • Productivity • $ sales per employee Units produced/month • People development • Percent ethnic hire Days of training/employee • Market penetration • Percent of market share Percent growth by product 8
  • 9. Examples of Key Performance Indicators Key Results Areas Key Performance Indicators Return/profit Return on investment Percentage of return on sales Net profit before taxes (dollars) Percentage of gross margin (by product line) Productivity Dollars of sales per employee Units per month (by product line) Output per work-hour Output per employee Overtime as percentage of payroll Downtime Turnaround time 9
  • 10. Examples of Key Performance Indicators (2) Key Results Areas Key Performance Indicators Employee development Training investment as percentage of sales Number of employees on degree plan Cross-training plan Number of backups per position Number of employees with implemented development plan 10
  • 11. Examples of Key Performance Indicators (3) Key Results Areas Key Performance Indicators Quality assurance Percentage of first-time acceptance Yield Cost of rework, scrap Percentage of error-free completions (per shift, per employee) Percentage of recidivism (in law enforcement) Cross-functional Percentage of on-time completions Integration Number of unresolved conflicts Average lead time on support requests Specific joint project agreements 11
  • 12. Examples of Key Performance Indicators (4) Examples of Key Performance Indicators (continued) Key Results Areas Key Performance Indicators Research and Number of new product ideas approved for development development Projected dollar value of approved product ideas Number of new applications for current products/services Cost of R&D investment: ratio to total budget 12
  • 13. Examples of Key Performance Indicators (5) Examples of Key Performance Indicators (continued) Key Results Areas Key Performance Indicators Organizational Favorable mentions in media Image Public information programs Involvement in community Interorganizational cooperative efforts Legislative relations Response time to legislators Inquiries handled favorably Funding approved Major programs approved 13
  • 14. Measurement Basics A quick and basic understanding of different aspects of measurement. Measurement Form Advantage Disadvantage Numbers Simple and easy to understand Only as good as the strategic objective Index Allows combining several measurements Hard to understand what is happening Percentages Good measure for time span May be not be used correctly Ratings Good measure for qualitative information Can be subjective on how it was derived Ratios Measures critical relationships May require additional analysis to reach conclusion Rankings Close gaps for top ranked companies Not appropriate for lower ranked companies Measurement Type Advantage Disadvantage Outcomes Objective and easy to capture Focused on past, not current Drivers Predictive and leading the organization Difficult to derive and support Arriffin Corporate performance management 14
  • 15. Drivers and Causes •Pricing 5% •Costs Profit 10% 20% •Expenses Margin Return on Return on •Product Mix Assets Equity (leverage) •Inventory & Receivable Asset Management Turnover •Fixed Asset 2.0 Management Arriffin Corporate performance management 15
  • 16. Return on Assets (ROA) KPI Asset ROA Profit 16
  • 17. The ROA based performance plan Assets ROA Resources Profit Performance Target © Arriffin 2009 17
  • 18. 100 FINANCIAL INPUT PROCESS OUTPUT OUTCOME Material variances Labour Overhead Efficiency Quantity Average cost ratios produced per transaction Research Productivity Value ROI dev expense ratios produced Inventory Average RETURN ON turnover lead time EQUITY Waste Reduction 18
  • 19. 500 MARKETING INPUT PROCESS OUTPUT OUTCOME Material Response rate No of customers Labour Marketing costs % Sales volume Overhead Efficiency ratios Customers Profitability Research Productivity Product ROA marketing dev expense ratios profitability Average cost per Customer Return on Sales transaction acquisition Inventory turnover Average lead time Customer retention Price rel to comp Waste Reduction Revenue growth Delivery Channel 19
  • 20. 400 INTERNAL PROCESS INPUT PROCESS OUTPUT OUTCOME Material variances Labour Overhead Efficiency Quantity Average cost ratios produced per transaction Research Productivity Value ROI dev expense ratios produced Inventory Average Average turnover lead time Prodn cost Waste Reduction 20
  • 21. 900 HRM INPUT PROCESS OUTPUT OUTCOME Incentives variances Turnover ratio Hours Efficiency No Profit per employee ratios produced Training Productivity Value ROI ratios produced Salary Average Turnover Revenue per lead time employee Skill Waste Reduction Employee Value added per competency productivity employee 21
  • 22. There are five ways to increase ROA. . . Reduce Expenses Increase Reduce Sales Assets Increase Increase Price turnover 22
  • 23. DuPont Analysis Sales COH 2005 $ 1,689,429,000 Cost of Goods Sold + Extra Taxes Net Profits $ 384,153,000 After Taxes $ 358,612,000 Net Profit Operating Margin Income Expenses 21.23% Statement $ 731,891,000 NI/SALES Sales Return on Interest $ 1,689,429,000 Total Assets Expense (ROA) $ 13,641,000 26.17% NPM X TAT Taxes $ 201,132,000 Sales $ 1,689,429,000 Total Asset Turnover 1.23 Return on Current SALES/TA Equity (ROE) Assets 33.96% $ 709,360,000 Total Assets ROA X FLM $ 1,370,157,000 Net Fixed Assets & Other Stockholders' $ 660,797,000 Equity Balance $ 1,055,920,000 Financial Sheet Current Leverage Liabilities Multiplier (FLM) $ 265,661,000 Total 1.30 Liabilities Total Liabilities TA/EQUITY Long Term $ 314,237,000 & Stockholders' Debt Equity = Total $ 3,270,000 Assets Stockholders $ 1,370,157,000 Other Equity Liabilities $ 1,055,920,000 23 $ 45,306,000
  • 24. The ROA at various levels?  At corporate level It is easy to calculate ROA at corporate level. At departmental level Most likely At supervisory level It is still possible to arrive at the ROA at supervisor level  At individual level Some employees has no assets attached to them 24 © Arriffin 2009
  • 25. Steps in calculating ROA for employees 1. Draw an income statement fo each employee 2. Identify assets employed to each employee. (Assets allocated to the employee) 3. ROA determine the viability of each job but not the fairness of the job pay. 4. Use return on pay (ROP) to compare the performance of each employee with relation to their salary or compensation plan. 5. Profits / Sales x Sales / pay = ROP 25 © Arriffin 2009
  • 26. Layers of Measurement Performance Senior Management Management Enterprise Goals & Program Office Objectives Measurement Process Management (QP) Repository Improve Process .. Control Process Enterprise Define Execute Process Measure Measures Database • • Applications Projects • Employees • Client Project A Project B Project C Project Product Product X Product Y Project/Product Data Historical Measures 26
  • 27. Common Misuse of Performance Measurement? • Behavior is influenced by measures – “You get what you measure because that is what you reveal as what you think is important.” (Sink and Tuttle, 1989) • But, are we measuring the right things? – How do we know the measure accurately reflects system performance? – How do we know that the measure is under the control of those it’s attributed to? – Are we measuring to control or to improve, or both? 27
  • 28. A good KPI system are measures • At outcome level - performance level – Corporate Level • At output level - Production level • At process level – efficiency and productivity measures – Sales & Production • At input level - alternative labour, material and overhead choices