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MTAT.03.231
Business Process Management
Lecture 5
Qualitative Process Analysis
Marlon Dumas
marlon.dumas ät ut . ee
1
Process Analysis
Process
identification
Conformance and
performance insights
Conformance and
performance insights
Process
monitoring and
controlling
Executable
process
model
Executable
process
model
Process
implementation To-be process
model
To-be process
model
Process
analysis
As-is process
model
As-is process
model
Process
discovery
Process architecture
Process architecture
Process
redesign
Insights on
weaknesses and
their impact
Insights on
weaknesses and
their impact
Process Analysis Techniques
Qualitative analysis
• Value-Added & Waste Analysis
• Root-Cause Analysis
• Pareto Analysis
• Issue Register
Quantitative Analysis
1. Introduction
2. Process Identification
3. Essential Process Modeling
4. Advanced Process Modeling
5. Process Discovery
6. Qualitative Process Analysis
7. Quantitative Process Analysis
8. Process Redesign
9. Process Automation
10.Process Intelligence
Qualitative analysis
Issue Register
& Pareto
Charts
Value-Added &
Waste Analysis
Root-Cause
Analysis
Value-added analysis
1. Decorticate the process into steps
• Steps performed before a task
• The task itself, possibly decomposed into smaller steps
• Steps performed after a task, in preparation for the next task
2. Classify each step
• Value-adding (VA)
• Business value-adding (BVA)
• Non-value-adding (NVA)
Produce value or satisfaction to the customer
Criteria
• Is the customer willing to pay for this step?
• Would the customer agree that this step is necessary to achieve their goals?
• If the step is removed, would the customer perceive that the end product or
service is less valuable?
Examples
• Order-to-cash process: Confirm delivery date, Deliver products
• University admission process: Assess application, Notify admission outcome
Value-adding activities
7
Maximize
Necessary or useful for the business to operate
Criteria
• Is this step required in order to collect revenue, to improve or grow the business?
• Would the business (potentially) suffer in the long-term if this step was removed?
• Does it reduce risk of business losses?
• Is this step required in order to comply with regulatory requirements?
Example
• Order-to-cash process: Check purchase order, Check customer’s credit worthiness,
Issue invoice, Collect payment, Collect customer feedback
• University admission process: Verify completeness of application, Check validity of
degrees, Check validity of language test results
Business value-adding activities
8
Minimize
Everything else besides VA and BVA. Activities the customer
would be unwilling to pay for
Incudes
1. Handovers, context switches
2. Waiting times, delays
3. Rework or defect correction
Examples
• Order-to-cash process: Forward PO to warehouse, Re-send confirmation,
Receive rejected products
• University admission process: Forward applications to committee, Receive
admission results from committee
Non-value-adding activities
9
Remove
- Fill request
- Send request to clerk
- Open and read request
- Select suitable equipment
- Check equipment availability
- Record recommended equipment
- Forward request to works engineer
- Open and examine request
- Communicate issues
- Forward request back to clerk
- Produce PO
- Submit PO to supplier
Extract of Equipment Rental Process
- Fill request (VA)
- Send request to clerk
(NVA)
- Open and read request (NVA)
- Select suitable equipment (VA) – 1st time
- Check equipment availability (VA) – 1st time
- Record recommended equipment (BVA)
- Forward request to works engineer (NVA)
- Open and examine request (BVA)
- Communicate issues (BVA)
- Forward request back to clerk (NVA)
- Produce PO (BVA)
- Submit PO to supplier
(VA)
Equipment Rental Process – VA Analysis
Waste analysis
“All we are doing is looking at the time line, from the
moment the customer gives us an order to the point
when we collect the cash.
And we are reducing the time line by reducing the
non-value-adding wastes”
Taiichi Ohno, Toyota
Move
• Transportation
• Motion
Hold
• Inventory
• Waiting
Over-do
• Defects
• Over-Processing
• Over-Production
Seven sources of waste
13
14
Move
Send or receive materials or documents (incl. electronic) taken as
input or output by the process activities
Example
University admission process: to apply for admission at a university, students
fill in an online form. When a student submits the online form, a PDF
document is generated. The student is requested to download it, sign it, and
send it by post together with the required documents:
1. Certified copies of degree and academic transcripts
2. Results of language test
3. CV
When the documents arrive at the admissions office, an officer checks their
completeness. If a document is missing, an e-mail is sent to the student. The
student has to send the missing documents by e-mail or post depending on
document type.
Transportation
15
• Motion of resources internally within the process
• Common in manufacturing processes, less common in service
processes
Examples
• Vehicle inspection process: a process worker moves with the inspection
forms from one inspection base to another; in some cases inspection
equipment also needs to be moved around
• Application-to-approval process: a process worker moves around the
organization to collect signatures
Motion
16
17
Hold
• Materials inventory
• Work-in-process (WIP)
Examples
• Vehicle inspection process: when a vehicle does not pass the first
inspection, it is sent back for adjustments and left in a pending status. At a
given point in time, about 100 vehicles are in the “pending” status across
all inspection stations
• University admission process: About 3000 applications are handled
concurrently
Inventory
18
• Task waiting for materials or input data
• Task waiting for a resource
• Resource waiting for work (resource idleness)
Examples
• Vehicle inspection process: A technician at a base of the inspection station
waiting for the next vehicle
• Application-to-Approval process: Request waiting for approver
• University admission process: Incomplete application waiting for additional
documents; batch of applications waiting for committee to meet
Waiting
19
20
Over-do
• Correcting or compensating for a defect or error
• Rework loops
Examples
• Vehicle inspection process: A vehicle needs to come back to a station due
to an omission
• Travel approval process: Request sent back to requestor for revision
• University admission process: Application sent back to applicant for
modification; request needs to be re-assessed later due to incomplete
information
Defects
21
• Tasks performed unnecessarily given the outcome of the
process
• Unnecessary perfectionism
Examples
• Vehicle inspection process: technicians take time to measure vehicle
emissions with higher accuracy than required, only to find that the vehicle
clearly does not fulfill the required emission levels
• Travel approval process: 10% of approvals are trivially rejected at the end of
the process due to lack of budget
• University admission process: Officers spend time verifying the authenticity
of degrees, transcripts and language test results. In 1% of cases, these
verifications uncover issues. Verified applications are sent to the
admissions committee. The admission committee accepts 20% of the
applications it receives
Over-processing
22
• Unnecessary process instances are performed, producing
outcomes that do not add value upon completion
Examples
• Quote-to-cash process: In 50% of cases, issued quotes do not lead to an
order
• Travel approval process: In 5% of cases, travel requests are approved but
the travel is cancelled
• University admission process: About 3000 applications are submitted, but
only 600 are considered eligible after assessment
Over-production
23
Equipment rental process: wastes
Send request to clerk
(Transportation)
Forward request to
works engineer
(Transportation)
Defect
Forward request back to
clerk (Transportation)
Over-
processing
• Site engineer sends request to clerk
• Clerk forwards to works engineer
• Works engineer sends back to clerk
Transportation
• Equipment kept longer than needed
Inventory
• Waiting for availability of works engineer to approve
Waiting
Equipment rental process: wastes
25
• Selected equipment not available, alternative equipment sought
• Incorrect equipment delivered and returned to supplier
Defect
• Clerk finds available equipment and rental request is rejected by
works engineer
• Rental requests being approved and then canceled by site
engineer because no longer needed
Over-processing
• Equipment being rented and not used at all by site engineer
• Equipment returned by site engineer because is incorrect
Over-production
Equipment rental process: wastes
26
Issue register
Purpose: to maintain, organize and prioritize perceived
weaknesses of the process (issues)
Sources of issues:
• Input to a BPM project
• Collected as part of ongoing process improvement actions
• Collected during process discovery (modelling)
• Value-added/waste analysis
Can take the form of a table with:
• Issue identifier
• Short name
• Description
• Assumptions
• Impact: Qualitative and Quantitative
• Possible improvement actions
Larger process improvement projects may require issue trackers
Issue register structure
28
Issue name
• Equipment kept longer than needed
Description
• Site engineers keep rented equipment longer than needed by asking for
deadline extensions to the supplier
Assumptions
• 3000 pieces of equipment rented p.a.
In 10% of cases, equipment is kept two days more than needed
Average rental cost is 100 per day
Quantitative impact
• 0.1 × 3000 × 2 × 100 = 60,000 p.a
Issue example
29
Issue Register Example
Name Explanation Assumptions Qualitative
Impact
Quantitative
Impact
Equipment
kept longer
than
needed
Site engineers keep
equipment longer
than needed via
deadline extensions
3000 pieces of equipment rented
p.a.
In 10% of cases, equipment kept
two days longer than needed.
Rental cost is 100 per day
0.1 × 3000 ×
2 × EUR 100
= EUR 60000
p.a.
Wrong
equipment
delivered
Site engineers
reject delivered
equipment due to
non-conformance to
their specifications
3000 pieces of equipment rented
p.a.
5% of them are rejected due to an
internal mistake
For each equipment rejected due to
an internal mistake, BuildIT is billed
EUR 100.
Disrupted
schedules.
Employees
stress and
frustration
3000 × 0.05
× EUR 100 =
EUR 15000
p.a.
Late
payment
fees
Late payment fees
incurred because
invoices are not
paid by their due
date
3000 pieces of equipment rented
p.a. Average rental time is 4 days.
Rental cost is EUR 100 per day.
Each rental leads to one invoice.
About 10% of invoices are paid late.
Penalty for late payment is 2%.
Poor
reputation
with suppliers
0.1 × 3000 ×
4 × EUR 100
× 0.02 = EUR
2400 p.a.
Equipment rental process
Pareto chart
• Useful to prioritize a collection of issues
• Bar chart where the height of the bar denotes the impact of
each issue
• Bars sorted by impact
• Superposed curve of cumulative percentage impact
Pareto chart example
Two-Dimensional Prioritization: PICK Chart
Root-cause analysis
Why-why
diagram
Factors Issue
Cause-effect
diagram
Why-why diagram
Five levels of nesting - “Five Why’s”
Contributing
Factor
Issue
Contributing
Factor
Contributing
Factor
Contributing
Factor
Contributing
Factor
Contributing
Factor
...
...
Why-why diagram example
Site engineer keeps equipment
longer than needed
Site engineer fears equipment
will not be available later when
needed
Time between request and
delivery too long
Time spent waiting for works
engineer to check request
Excessive time spent in finding
suitable equipment and
approving the request
Time spent by clerk contacting
possibly multiple suppliers
sequentially
Cause-effect (Fishbone) diagram
1. Machine: factors stemming from technology used
• Lack of suitable functionality in the supporting software applications
• Poor User Interface (UI) design
• Lack of integration between systems
2. Method: factors stemming from the way the process is
designed, understood or performed
• Unclear assignments of responsibilities
• Unclear instructions
• Insufficient training
• Lack of timely communication
3. Material: factors stemming from input materials or data
• Missing, incorrect or outdated data
Categories of causes: Six Ms
38
4. Man: factors stemming from wrong assessments or
incorrect performance of steps attributable to:
• Lack of training and clear instructions
• Lack of motivation
• Too high demands towards process workers
5. Measurement: factors stemming from reliance on:
• Inaccurate estimations
• Miscalculations
6. Milieu: factors outside the scope of the process
• Delays caused because of unresponsive external actors
• Sudden increases of workload due to special circumstances
Categories of causes: Six Ms
39
Cause-effect diagram example
1. Segregate value-adding, business value-adding and non-
value-adding steps
2. Identify waste
3. Collect and systematically organize issues, assess their
impact
4. Analyze root causes of issues
Summary

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Lecture5-QualitativeAnalysis.pptx

  • 1. MTAT.03.231 Business Process Management Lecture 5 Qualitative Process Analysis Marlon Dumas marlon.dumas ät ut . ee 1
  • 2. Process Analysis Process identification Conformance and performance insights Conformance and performance insights Process monitoring and controlling Executable process model Executable process model Process implementation To-be process model To-be process model Process analysis As-is process model As-is process model Process discovery Process architecture Process architecture Process redesign Insights on weaknesses and their impact Insights on weaknesses and their impact
  • 3. Process Analysis Techniques Qualitative analysis • Value-Added & Waste Analysis • Root-Cause Analysis • Pareto Analysis • Issue Register Quantitative Analysis
  • 4. 1. Introduction 2. Process Identification 3. Essential Process Modeling 4. Advanced Process Modeling 5. Process Discovery 6. Qualitative Process Analysis 7. Quantitative Process Analysis 8. Process Redesign 9. Process Automation 10.Process Intelligence
  • 5. Qualitative analysis Issue Register & Pareto Charts Value-Added & Waste Analysis Root-Cause Analysis
  • 6. Value-added analysis 1. Decorticate the process into steps • Steps performed before a task • The task itself, possibly decomposed into smaller steps • Steps performed after a task, in preparation for the next task 2. Classify each step • Value-adding (VA) • Business value-adding (BVA) • Non-value-adding (NVA)
  • 7. Produce value or satisfaction to the customer Criteria • Is the customer willing to pay for this step? • Would the customer agree that this step is necessary to achieve their goals? • If the step is removed, would the customer perceive that the end product or service is less valuable? Examples • Order-to-cash process: Confirm delivery date, Deliver products • University admission process: Assess application, Notify admission outcome Value-adding activities 7 Maximize
  • 8. Necessary or useful for the business to operate Criteria • Is this step required in order to collect revenue, to improve or grow the business? • Would the business (potentially) suffer in the long-term if this step was removed? • Does it reduce risk of business losses? • Is this step required in order to comply with regulatory requirements? Example • Order-to-cash process: Check purchase order, Check customer’s credit worthiness, Issue invoice, Collect payment, Collect customer feedback • University admission process: Verify completeness of application, Check validity of degrees, Check validity of language test results Business value-adding activities 8 Minimize
  • 9. Everything else besides VA and BVA. Activities the customer would be unwilling to pay for Incudes 1. Handovers, context switches 2. Waiting times, delays 3. Rework or defect correction Examples • Order-to-cash process: Forward PO to warehouse, Re-send confirmation, Receive rejected products • University admission process: Forward applications to committee, Receive admission results from committee Non-value-adding activities 9 Remove
  • 10. - Fill request - Send request to clerk - Open and read request - Select suitable equipment - Check equipment availability - Record recommended equipment - Forward request to works engineer - Open and examine request - Communicate issues - Forward request back to clerk - Produce PO - Submit PO to supplier Extract of Equipment Rental Process - Fill request (VA) - Send request to clerk (NVA) - Open and read request (NVA) - Select suitable equipment (VA) – 1st time - Check equipment availability (VA) – 1st time - Record recommended equipment (BVA) - Forward request to works engineer (NVA) - Open and examine request (BVA) - Communicate issues (BVA) - Forward request back to clerk (NVA) - Produce PO (BVA) - Submit PO to supplier (VA)
  • 11. Equipment Rental Process – VA Analysis
  • 12. Waste analysis “All we are doing is looking at the time line, from the moment the customer gives us an order to the point when we collect the cash. And we are reducing the time line by reducing the non-value-adding wastes” Taiichi Ohno, Toyota
  • 13. Move • Transportation • Motion Hold • Inventory • Waiting Over-do • Defects • Over-Processing • Over-Production Seven sources of waste 13
  • 15. Send or receive materials or documents (incl. electronic) taken as input or output by the process activities Example University admission process: to apply for admission at a university, students fill in an online form. When a student submits the online form, a PDF document is generated. The student is requested to download it, sign it, and send it by post together with the required documents: 1. Certified copies of degree and academic transcripts 2. Results of language test 3. CV When the documents arrive at the admissions office, an officer checks their completeness. If a document is missing, an e-mail is sent to the student. The student has to send the missing documents by e-mail or post depending on document type. Transportation 15
  • 16. • Motion of resources internally within the process • Common in manufacturing processes, less common in service processes Examples • Vehicle inspection process: a process worker moves with the inspection forms from one inspection base to another; in some cases inspection equipment also needs to be moved around • Application-to-approval process: a process worker moves around the organization to collect signatures Motion 16
  • 18. • Materials inventory • Work-in-process (WIP) Examples • Vehicle inspection process: when a vehicle does not pass the first inspection, it is sent back for adjustments and left in a pending status. At a given point in time, about 100 vehicles are in the “pending” status across all inspection stations • University admission process: About 3000 applications are handled concurrently Inventory 18
  • 19. • Task waiting for materials or input data • Task waiting for a resource • Resource waiting for work (resource idleness) Examples • Vehicle inspection process: A technician at a base of the inspection station waiting for the next vehicle • Application-to-Approval process: Request waiting for approver • University admission process: Incomplete application waiting for additional documents; batch of applications waiting for committee to meet Waiting 19
  • 21. • Correcting or compensating for a defect or error • Rework loops Examples • Vehicle inspection process: A vehicle needs to come back to a station due to an omission • Travel approval process: Request sent back to requestor for revision • University admission process: Application sent back to applicant for modification; request needs to be re-assessed later due to incomplete information Defects 21
  • 22. • Tasks performed unnecessarily given the outcome of the process • Unnecessary perfectionism Examples • Vehicle inspection process: technicians take time to measure vehicle emissions with higher accuracy than required, only to find that the vehicle clearly does not fulfill the required emission levels • Travel approval process: 10% of approvals are trivially rejected at the end of the process due to lack of budget • University admission process: Officers spend time verifying the authenticity of degrees, transcripts and language test results. In 1% of cases, these verifications uncover issues. Verified applications are sent to the admissions committee. The admission committee accepts 20% of the applications it receives Over-processing 22
  • 23. • Unnecessary process instances are performed, producing outcomes that do not add value upon completion Examples • Quote-to-cash process: In 50% of cases, issued quotes do not lead to an order • Travel approval process: In 5% of cases, travel requests are approved but the travel is cancelled • University admission process: About 3000 applications are submitted, but only 600 are considered eligible after assessment Over-production 23
  • 24. Equipment rental process: wastes Send request to clerk (Transportation) Forward request to works engineer (Transportation) Defect Forward request back to clerk (Transportation) Over- processing
  • 25. • Site engineer sends request to clerk • Clerk forwards to works engineer • Works engineer sends back to clerk Transportation • Equipment kept longer than needed Inventory • Waiting for availability of works engineer to approve Waiting Equipment rental process: wastes 25
  • 26. • Selected equipment not available, alternative equipment sought • Incorrect equipment delivered and returned to supplier Defect • Clerk finds available equipment and rental request is rejected by works engineer • Rental requests being approved and then canceled by site engineer because no longer needed Over-processing • Equipment being rented and not used at all by site engineer • Equipment returned by site engineer because is incorrect Over-production Equipment rental process: wastes 26
  • 27. Issue register Purpose: to maintain, organize and prioritize perceived weaknesses of the process (issues) Sources of issues: • Input to a BPM project • Collected as part of ongoing process improvement actions • Collected during process discovery (modelling) • Value-added/waste analysis
  • 28. Can take the form of a table with: • Issue identifier • Short name • Description • Assumptions • Impact: Qualitative and Quantitative • Possible improvement actions Larger process improvement projects may require issue trackers Issue register structure 28
  • 29. Issue name • Equipment kept longer than needed Description • Site engineers keep rented equipment longer than needed by asking for deadline extensions to the supplier Assumptions • 3000 pieces of equipment rented p.a. In 10% of cases, equipment is kept two days more than needed Average rental cost is 100 per day Quantitative impact • 0.1 × 3000 × 2 × 100 = 60,000 p.a Issue example 29
  • 30. Issue Register Example Name Explanation Assumptions Qualitative Impact Quantitative Impact Equipment kept longer than needed Site engineers keep equipment longer than needed via deadline extensions 3000 pieces of equipment rented p.a. In 10% of cases, equipment kept two days longer than needed. Rental cost is 100 per day 0.1 × 3000 × 2 × EUR 100 = EUR 60000 p.a. Wrong equipment delivered Site engineers reject delivered equipment due to non-conformance to their specifications 3000 pieces of equipment rented p.a. 5% of them are rejected due to an internal mistake For each equipment rejected due to an internal mistake, BuildIT is billed EUR 100. Disrupted schedules. Employees stress and frustration 3000 × 0.05 × EUR 100 = EUR 15000 p.a. Late payment fees Late payment fees incurred because invoices are not paid by their due date 3000 pieces of equipment rented p.a. Average rental time is 4 days. Rental cost is EUR 100 per day. Each rental leads to one invoice. About 10% of invoices are paid late. Penalty for late payment is 2%. Poor reputation with suppliers 0.1 × 3000 × 4 × EUR 100 × 0.02 = EUR 2400 p.a. Equipment rental process
  • 31. Pareto chart • Useful to prioritize a collection of issues • Bar chart where the height of the bar denotes the impact of each issue • Bars sorted by impact • Superposed curve of cumulative percentage impact
  • 35. Why-why diagram Five levels of nesting - “Five Why’s” Contributing Factor Issue Contributing Factor Contributing Factor Contributing Factor Contributing Factor Contributing Factor ... ...
  • 36. Why-why diagram example Site engineer keeps equipment longer than needed Site engineer fears equipment will not be available later when needed Time between request and delivery too long Time spent waiting for works engineer to check request Excessive time spent in finding suitable equipment and approving the request Time spent by clerk contacting possibly multiple suppliers sequentially
  • 38. 1. Machine: factors stemming from technology used • Lack of suitable functionality in the supporting software applications • Poor User Interface (UI) design • Lack of integration between systems 2. Method: factors stemming from the way the process is designed, understood or performed • Unclear assignments of responsibilities • Unclear instructions • Insufficient training • Lack of timely communication 3. Material: factors stemming from input materials or data • Missing, incorrect or outdated data Categories of causes: Six Ms 38
  • 39. 4. Man: factors stemming from wrong assessments or incorrect performance of steps attributable to: • Lack of training and clear instructions • Lack of motivation • Too high demands towards process workers 5. Measurement: factors stemming from reliance on: • Inaccurate estimations • Miscalculations 6. Milieu: factors outside the scope of the process • Delays caused because of unresponsive external actors • Sudden increases of workload due to special circumstances Categories of causes: Six Ms 39
  • 41. 1. Segregate value-adding, business value-adding and non- value-adding steps 2. Identify waste 3. Collect and systematically organize issues, assess their impact 4. Analyze root causes of issues Summary