SlideShare a Scribd company logo
1 of 19
Download to read offline
Quality
Measurement
framework
puts the end
user in focus
Agenda
› Setting the scene
› QuEST Forum achievements
› Way forward
The effects of GOOD & BAD
EXPERIENCES
A good experience
will make
60%
of consumers share their
experience with friends
and family
A bad experience
will make
23%
of consumers think
of terminating
the relationship…
…but only
6%
of consumers that have
had bad experiences will
register a complaint
with their operator
Source: Ericsson ConsumerLab Transforming Experiences,
India, 2013
Traditional analysis
focus on the network
› The customer experience has been
viewed as equal to the performance
of the network and mobile coverage
› This model was true in the past
but the new ways of
communicating calls for an
update of the indicators
we measure
We need to start measuring user
expectations and demands on
their service providers
Focus has traditionally been
on measuring network
performance
The modernized view
puts the user in focus
› Users experience a certain quality of
services they access and are neither
informed about nor interested in what
resources contribute to the
experience
The end users are paying –
put them in focus
The modernized view
puts the user in focus
Loading…
The modernized view
puts the user in focus
› Users experience a certain quality of
services they access and are neither
informed about nor interested in what
resources contribute to the
experience
› Consequently, we
cannot rely on customer
calls to measure
experience, but need to
look for new quality of
experience indicators
With a strong outside-in perspective
on telecom quality, we focus on the
users’ perception
The end users are paying –
put them in focus
Managing quality from
end to end starting with
the user experience
PERCEPTION
Users’ perception
of quality
DELIVERY
Quality of service
delivery
ENABLEMENT
Supply chain needed
to deliver services
› Manage your customers’ experience
› Manage your network performance &
your customers related services
› Manage your network operation
quality, network elements and related
services
The journey – looking
back
June 2012
2 “KPIs for measuring end
user experience”
Presentation at QuEST Forum
EMEA Best Practices, Madrid
June 2013
3 “Quality measurements in
the Networked Society”
Presentation at QuEST Forum
EMEA Regional Conference,
Stockholm
September 2013
4 “Quality measurements in
the Networked Society”
Presentation at QuEST Forum
Americas Best Practices,
Las Vegas
January 2012
1 First mention of
framework
EMEA KPI Team meeting,
Frankfurt
Winter 2013
5 Project group created /
proof of concept study
initiated
EMEA KPI Regional Conference,
Vienna
Existing data can be reused
for big data analysis
Contextually interpreted
data is essential for
customer experience
› Industry is looking to expand performance
management parameters
• Who? (IMSI)
• On what device? (IMEI)
› Big data approach – collect all you can, analyze later
› Deep Packet Inspection (DPI) often used
Important connection
between CRM and OSS/BSS
› Industry looking for more contextual use of
existing measurements
Framework validation
Finding 1: Context matters
Framework validation:
finding 2: focus on the why
Covered through KPIs like NPS, LTR
etc that are being widely used
among the QuEST Forum
participants.
Currently not covered through any
common measurements. KPIs
within this category has the potential
to provide the answer as to why the
end user is experiencing good
quality or not.
Well defined KPIs already exist in
TL9000 framework.
“What is the customer’s experience?”
“Why is the customer experiencing this?”
“How are the underlying elements performing?”
Quality of
Experience
Indicators
Customers Quality of
experience (Q0E)
Accurately Measured Experience
Technical
performance
Customers
QoE
Customers
Subjective
Perceptions
User’s
satisfaction
with the
service
provider
NPSAQ-KPINP-KPI
 Understand what to Measure – e.g. Understand what subscribers care
about
 Understand how to measure – e.g. KPIs for the Application Quality (AQ-
KPIs)
 Understand when to act – e.g. Calibrate thresholds using Voice-of-
Customer
understanding telecom
quality requires a broad
field of analysis
PERCEPTION
Users’ perception
of quality
DELIVERY
Quality of service
delivery
ENABLEMENT
Supply chain needed
to deliver services
Application
Quality (AQ)-
KPIs
Customer
Service
Indicators
Network
Performance
Indicators
Network
Operation
Service
Indicators
Network
Element
Service
Indicators
Network
Element
Quality
Steps being taken to Evaluate
Methodology & proposed KPIs
Additional collaboration with a number of service
providers/operators:
Select
service/area
to investigate
Select KPIs
Algorithm to
use
Measurement
methodology
Storage of data
(QuEST Forum
“sand box”)
Presentation of
result
(graph to use)
X+Y
Value for QuEST
 1st in ICT industry to achieve
fully user oriented and
technology independent CEI
metrics
 Use as reference in other
standardization fora's like ETSI,
3GPP (now part of study item in
SA5) and TMF
Scope and context of
quality management
encompassed by the
framework:
“Thus the end user experiences
his desired service to be of a
certain quality without knowing
which resources contribute to
this experience and without a
chance to attribute good or bad
quality to the contributing
service providers”
AQ-KPIs identified
Tl9000 white paper rev B
Category 1: End User Quality of
Experience Indicators – Objective:
“…Understand the end-user
experience at the touch points with a
Telecom Service Provider. Take a
technology independent point of view
that concentrates on end user
perception but include subjective user
feedback (such as calls to customer
care) and measurable indicators into
account.”
Definition of AQ-KPIs -
Whitepaper Model
Approved Application
quality-kpi’s, AQ-KPI’sAQ-KPI DEFINITIONS FORMULAS USER TRIGGERS TECHNICAL TRIGGERS
Web Browsing Accessibility Ratio of successful HTTP request-
response pairs and the total number of
web page access attempts.
Web_Sucessful_Starts ÷
Web_Attempted_Starts
User request ->
User sees the first content
First GET ->
First data received or cached data
acknowledged
Web Browsing Retainability Measured as the ratio between the
successful resource downloads and the
total resource download attempts.
Web_Successful_Resources ÷
Web_Attempted_Resources
User sees the first content ->
User sees the last content or
stops downloading
First data received or cached data
acknowledged ->
Last data received or cached data
acknowledged
Web Browsing Access Time Measured for the 1st request-response
pair belonging to a webpage: latency
between first protocol request and first
response.
Average of Timestamp Of (Web
Successful Start) – Timestamp Of
(Web Attempted Start)
User request ->
User sees the first content
Network Access request/DNS
Query/SYN/First GET ->
First data received or cached data
acknowledged
Web Browsing Download Time Measured as the download time of
resources belonging to a web page.
User sees the first content ->
User sees the last content or
stops downloading
First data received or cached data
acknowledged ->
Last data received or cached data
acknowledged
Video Accessibility Measured as ratio between the number
of HTTP requests and successful
responses when the user starts
downloading a video.
Started÷Attempted User request ->
User sees the first content
First GET ->
Initial Buffer Full
Video Access Time Measures from the request to start of
the video (e.g. pushing the button on
the handset), until the default media
stream is presented on the screen.
TimeStarted-TimeAttempted User request ->
User sees the first content
Network Access request/DNS
Query/SYN/First GET ->
Last data received
Video Freeze Rate Measured by comparing the media
timestamp to the actual transport
packet timestamp. Number and
duration of media freezes estimated.
Freeze_Count / Media_Time User sees the first content ->
User sees the last content or
stops playing
Initial Buffer Full
->
Last data received
Video Freeze Time Ratio Measured by comparing the media
timestamp to the actual transport
packet timestamp. Total length of
freezes per viewing time estimated.
Sum_of_Freeze_Times/Media_Time User sees the first content ->
User sees the last content or
stops playing
Initial Buffer Full
->
Last data received
When ready ITU-T:
(Video Quality)
Video Quality: Estimated Mean Opinion
Score (1..5).
To Be Based on ITU-T MOS model User sees the first content ->
User sees the last content or
stops playing
Initial Buffer Full
->
Last data received
To-Do´s
› Proposed update of TL 9000
Measurement Handbook (or
amendment)
– Product categories in the
measurement handbook – review
and propose possible updates
based on findings
Accomplishments
› TL 9000 Measurement
Framework - updated
– Touch point “Use” to describe
end user experience
– “ARI“ concept according to ITU
› KPI document - updated
– End-user experience of
Application Quality (AQ) KPIs
according to ARI concept
– Listed relevant KPIs for video and
web browsing
– Ready date: 2015 Q2 Final
Approval
– Refer to relevant standardization
forums (ETSI, ITU, TL9K, TMF
and NGMN)
activities
The journey to be
continued…
January 2015
White Paper Measurement
Framework with AQ-KPI’s
Autumn-Winter 2015
Benchmark studies
Driver: EMEA KPI team
June 2016
Finalized TL 9000 update
Driver : EMEA KPI team
2016
Implementation follow-
up
May 2015
AQ-KPI definitions ready and
proposed update TL 9000
Measurement Handbook ready for
approval
Driver: EMEA KPI team
Please join us in
this effort!

More Related Content

Viewers also liked

User experience for slide share 121815
User experience for slide share 121815User experience for slide share 121815
User experience for slide share 121815Jinsoo Kim
 
Building the User Experience Community at SDL
Building the User Experience Community at SDLBuilding the User Experience Community at SDL
Building the User Experience Community at SDLPhilipp Engel
 
Quality Aspects of Product and Process Design
Quality Aspects of Product and Process Design Quality Aspects of Product and Process Design
Quality Aspects of Product and Process Design i4VC
 
UX? WTF? - Intro To User Experience Design Pt. 1
UX? WTF? - Intro To User Experience Design Pt. 1UX? WTF? - Intro To User Experience Design Pt. 1
UX? WTF? - Intro To User Experience Design Pt. 1Sebastian Tory-Pratt
 
Cross-Channel Customer Experience Design in Telecommunications
Cross-Channel Customer Experience Design in TelecommunicationsCross-Channel Customer Experience Design in Telecommunications
Cross-Channel Customer Experience Design in TelecommunicationsHugo de Vries
 
Manufacturing Strategy and its impact on Product and Process Design
Manufacturing Strategy and its impact on Product and Process DesignManufacturing Strategy and its impact on Product and Process Design
Manufacturing Strategy and its impact on Product and Process Designi4VC
 
Usability and User Experience
Usability and User ExperienceUsability and User Experience
Usability and User ExperienceShawn Calvert
 
UX 디자인에 대하여
UX 디자인에 대하여UX 디자인에 대하여
UX 디자인에 대하여totodeung
 
The VoLTE User Experience--Better or Worse
The VoLTE User Experience--Better or WorseThe VoLTE User Experience--Better or Worse
The VoLTE User Experience--Better or WorseSailaja Tennati
 
Understanding User Experience Design & Why It Matters
Understanding User Experience Design & Why It MattersUnderstanding User Experience Design & Why It Matters
Understanding User Experience Design & Why It MattersChristina Wodtke
 
Quality by design for Pharmaceutical Industries: An introduction
Quality by design for Pharmaceutical Industries: An introductionQuality by design for Pharmaceutical Industries: An introduction
Quality by design for Pharmaceutical Industries: An introductionCovello Luca
 
사용자경험 이야기 요약본
사용자경험 이야기 요약본사용자경험 이야기 요약본
사용자경험 이야기 요약본sangyong lee
 
User Experience (UX) Design Process
User Experience (UX) Design ProcessUser Experience (UX) Design Process
User Experience (UX) Design ProcessJonathan Lupo
 
UX, UX Design, UX Process (@Daum/2014)
UX, UX Design, UX Process (@Daum/2014)UX, UX Design, UX Process (@Daum/2014)
UX, UX Design, UX Process (@Daum/2014)keesung kim
 
'UX', 'UX Design' and 'Good UX'
'UX', 'UX Design' and 'Good UX''UX', 'UX Design' and 'Good UX'
'UX', 'UX Design' and 'Good UX'Jinyong Kim
 
Usability vs. User Experience: What's the difference?
Usability vs. User Experience: What's the difference?Usability vs. User Experience: What's the difference?
Usability vs. User Experience: What's the difference?Domain7
 

Viewers also liked (17)

User experience for slide share 121815
User experience for slide share 121815User experience for slide share 121815
User experience for slide share 121815
 
Building the User Experience Community at SDL
Building the User Experience Community at SDLBuilding the User Experience Community at SDL
Building the User Experience Community at SDL
 
Quality Aspects of Product and Process Design
Quality Aspects of Product and Process Design Quality Aspects of Product and Process Design
Quality Aspects of Product and Process Design
 
UX? WTF? - Intro To User Experience Design Pt. 1
UX? WTF? - Intro To User Experience Design Pt. 1UX? WTF? - Intro To User Experience Design Pt. 1
UX? WTF? - Intro To User Experience Design Pt. 1
 
Cross-Channel Customer Experience Design in Telecommunications
Cross-Channel Customer Experience Design in TelecommunicationsCross-Channel Customer Experience Design in Telecommunications
Cross-Channel Customer Experience Design in Telecommunications
 
Manufacturing Strategy and its impact on Product and Process Design
Manufacturing Strategy and its impact on Product and Process DesignManufacturing Strategy and its impact on Product and Process Design
Manufacturing Strategy and its impact on Product and Process Design
 
Usability and User Experience
Usability and User ExperienceUsability and User Experience
Usability and User Experience
 
UX 디자인에 대하여
UX 디자인에 대하여UX 디자인에 대하여
UX 디자인에 대하여
 
The VoLTE User Experience--Better or Worse
The VoLTE User Experience--Better or WorseThe VoLTE User Experience--Better or Worse
The VoLTE User Experience--Better or Worse
 
Ux란
Ux란Ux란
Ux란
 
Understanding User Experience Design & Why It Matters
Understanding User Experience Design & Why It MattersUnderstanding User Experience Design & Why It Matters
Understanding User Experience Design & Why It Matters
 
Quality by design for Pharmaceutical Industries: An introduction
Quality by design for Pharmaceutical Industries: An introductionQuality by design for Pharmaceutical Industries: An introduction
Quality by design for Pharmaceutical Industries: An introduction
 
사용자경험 이야기 요약본
사용자경험 이야기 요약본사용자경험 이야기 요약본
사용자경험 이야기 요약본
 
User Experience (UX) Design Process
User Experience (UX) Design ProcessUser Experience (UX) Design Process
User Experience (UX) Design Process
 
UX, UX Design, UX Process (@Daum/2014)
UX, UX Design, UX Process (@Daum/2014)UX, UX Design, UX Process (@Daum/2014)
UX, UX Design, UX Process (@Daum/2014)
 
'UX', 'UX Design' and 'Good UX'
'UX', 'UX Design' and 'Good UX''UX', 'UX Design' and 'Good UX'
'UX', 'UX Design' and 'Good UX'
 
Usability vs. User Experience: What's the difference?
Usability vs. User Experience: What's the difference?Usability vs. User Experience: What's the difference?
Usability vs. User Experience: What's the difference?
 

Similar to Quality Measurement Framework Puts the End User in Focus

Performance Testing: Putting Cloud Customers Back in the Driver’s Seat
Performance Testing:  Putting Cloud Customers Back in the Driver’s SeatPerformance Testing:  Putting Cloud Customers Back in the Driver’s Seat
Performance Testing: Putting Cloud Customers Back in the Driver’s SeatCompuware APM
 
Iwsm2014 an iso iec 33000-compliant measurement framework for software proc...
Iwsm2014   an iso iec 33000-compliant measurement framework for software proc...Iwsm2014   an iso iec 33000-compliant measurement framework for software proc...
Iwsm2014 an iso iec 33000-compliant measurement framework for software proc...Nesma
 
Performance testing : An Overview
Performance testing : An OverviewPerformance testing : An Overview
Performance testing : An Overviewsharadkjain
 
Public Sector Agility Accelerator
Public Sector Agility AcceleratorPublic Sector Agility Accelerator
Public Sector Agility AcceleratorCraig Smith
 
Requirements Management Booklet Pages
Requirements Management Booklet PagesRequirements Management Booklet Pages
Requirements Management Booklet PagesTonda MacLeod
 
Automation & Professional Services
Automation & Professional ServicesAutomation & Professional Services
Automation & Professional ServicesMarketingArrowECS_CZ
 
Providing Highly Accurate Service Recommendation over Big Data using Adaptive...
Providing Highly Accurate Service Recommendation over Big Data using Adaptive...Providing Highly Accurate Service Recommendation over Big Data using Adaptive...
Providing Highly Accurate Service Recommendation over Big Data using Adaptive...IRJET Journal
 
Nesma event June '23 - NEN Practice Guideline - NPR.pdf
Nesma event June '23 - NEN Practice Guideline - NPR.pdfNesma event June '23 - NEN Practice Guideline - NPR.pdf
Nesma event June '23 - NEN Practice Guideline - NPR.pdfNesma
 
Public Sector Agility Accelerator
Public Sector Agility AcceleratorPublic Sector Agility Accelerator
Public Sector Agility AcceleratorCraig Smith
 
Schaefer George
Schaefer GeorgeSchaefer George
Schaefer GeorgeCarl Ford
 
Agility Accelerator
Agility AcceleratorAgility Accelerator
Agility AcceleratorCraig Smith
 
IRJET- Speech and Hearing
IRJET- Speech and HearingIRJET- Speech and Hearing
IRJET- Speech and HearingIRJET Journal
 
6.11.2013 - 2013 - Continuous Delivery - Testing for Agile Through Continuo...
6.11.2013   - 2013 - Continuous Delivery - Testing for Agile Through Continuo...6.11.2013   - 2013 - Continuous Delivery - Testing for Agile Through Continuo...
6.11.2013 - 2013 - Continuous Delivery - Testing for Agile Through Continuo...IBM Rational
 
Quality results esdin_ica
Quality results esdin_icaQuality results esdin_ica
Quality results esdin_icaAntti Jakobsson
 
Enterprise Modelling Case Study
Enterprise Modelling Case StudyEnterprise Modelling Case Study
Enterprise Modelling Case Studynunpacker
 
Measuring the New Wikipedia Community (PyData SV 2013)
Measuring the New Wikipedia Community (PyData SV 2013)Measuring the New Wikipedia Community (PyData SV 2013)
Measuring the New Wikipedia Community (PyData SV 2013)PyData
 
Evolution of Online Delivery | Scott Youngblom
Evolution of Online Delivery | Scott YoungblomEvolution of Online Delivery | Scott Youngblom
Evolution of Online Delivery | Scott YoungblomLavaConConference
 
ePractice workshop on Open Source Software, 7 April 2011 - Davide Dalle Carbo...
ePractice workshop on Open Source Software, 7 April 2011 - Davide Dalle Carbo...ePractice workshop on Open Source Software, 7 April 2011 - Davide Dalle Carbo...
ePractice workshop on Open Source Software, 7 April 2011 - Davide Dalle Carbo...ePractice.eu
 

Similar to Quality Measurement Framework Puts the End User in Focus (20)

Performance Testing: Putting Cloud Customers Back in the Driver’s Seat
Performance Testing:  Putting Cloud Customers Back in the Driver’s SeatPerformance Testing:  Putting Cloud Customers Back in the Driver’s Seat
Performance Testing: Putting Cloud Customers Back in the Driver’s Seat
 
Iwsm2014 an iso iec 33000-compliant measurement framework for software proc...
Iwsm2014   an iso iec 33000-compliant measurement framework for software proc...Iwsm2014   an iso iec 33000-compliant measurement framework for software proc...
Iwsm2014 an iso iec 33000-compliant measurement framework for software proc...
 
Performance testing : An Overview
Performance testing : An OverviewPerformance testing : An Overview
Performance testing : An Overview
 
Public Sector Agility Accelerator
Public Sector Agility AcceleratorPublic Sector Agility Accelerator
Public Sector Agility Accelerator
 
Requirements Management Booklet Pages
Requirements Management Booklet PagesRequirements Management Booklet Pages
Requirements Management Booklet Pages
 
Automation & Professional Services
Automation & Professional ServicesAutomation & Professional Services
Automation & Professional Services
 
Providing Highly Accurate Service Recommendation over Big Data using Adaptive...
Providing Highly Accurate Service Recommendation over Big Data using Adaptive...Providing Highly Accurate Service Recommendation over Big Data using Adaptive...
Providing Highly Accurate Service Recommendation over Big Data using Adaptive...
 
Nesma event June '23 - NEN Practice Guideline - NPR.pdf
Nesma event June '23 - NEN Practice Guideline - NPR.pdfNesma event June '23 - NEN Practice Guideline - NPR.pdf
Nesma event June '23 - NEN Practice Guideline - NPR.pdf
 
Reqs analysis
Reqs analysisReqs analysis
Reqs analysis
 
Public Sector Agility Accelerator
Public Sector Agility AcceleratorPublic Sector Agility Accelerator
Public Sector Agility Accelerator
 
Schaefer George
Schaefer GeorgeSchaefer George
Schaefer George
 
Agility Accelerator
Agility AcceleratorAgility Accelerator
Agility Accelerator
 
IRJET- Speech and Hearing
IRJET- Speech and HearingIRJET- Speech and Hearing
IRJET- Speech and Hearing
 
6.11.2013 - 2013 - Continuous Delivery - Testing for Agile Through Continuo...
6.11.2013   - 2013 - Continuous Delivery - Testing for Agile Through Continuo...6.11.2013   - 2013 - Continuous Delivery - Testing for Agile Through Continuo...
6.11.2013 - 2013 - Continuous Delivery - Testing for Agile Through Continuo...
 
Quality results esdin_ica
Quality results esdin_icaQuality results esdin_ica
Quality results esdin_ica
 
Enterprise Modelling Case Study
Enterprise Modelling Case StudyEnterprise Modelling Case Study
Enterprise Modelling Case Study
 
Environmental Product Declarations: the Who, What, Why, and How
Environmental Product Declarations: the Who, What, Why, and HowEnvironmental Product Declarations: the Who, What, Why, and How
Environmental Product Declarations: the Who, What, Why, and How
 
Measuring the New Wikipedia Community (PyData SV 2013)
Measuring the New Wikipedia Community (PyData SV 2013)Measuring the New Wikipedia Community (PyData SV 2013)
Measuring the New Wikipedia Community (PyData SV 2013)
 
Evolution of Online Delivery | Scott Youngblom
Evolution of Online Delivery | Scott YoungblomEvolution of Online Delivery | Scott Youngblom
Evolution of Online Delivery | Scott Youngblom
 
ePractice workshop on Open Source Software, 7 April 2011 - Davide Dalle Carbo...
ePractice workshop on Open Source Software, 7 April 2011 - Davide Dalle Carbo...ePractice workshop on Open Source Software, 7 April 2011 - Davide Dalle Carbo...
ePractice workshop on Open Source Software, 7 April 2011 - Davide Dalle Carbo...
 

More from QuEST Forum

QuEST Forum TL 9000 R6.0 Requirements & ISO 9001:2015
QuEST Forum TL 9000 R6.0 Requirements & ISO 9001:2015QuEST Forum TL 9000 R6.0 Requirements & ISO 9001:2015
QuEST Forum TL 9000 R6.0 Requirements & ISO 9001:2015QuEST Forum
 
Networked Society - Story to be Continued
Networked Society - Story to be ContinuedNetworked Society - Story to be Continued
Networked Society - Story to be ContinuedQuEST Forum
 
Achieving Best-in-Class Customer Experience through Effective Product Launch
Achieving Best-in-Class Customer Experience through Effective Product LaunchAchieving Best-in-Class Customer Experience through Effective Product Launch
Achieving Best-in-Class Customer Experience through Effective Product LaunchQuEST Forum
 
Kudos Aristotle: Using Ethos, Logos & Pathos to Improve the Xilinx Customer E...
Kudos Aristotle: Using Ethos, Logos & Pathos to Improve the Xilinx Customer E...Kudos Aristotle: Using Ethos, Logos & Pathos to Improve the Xilinx Customer E...
Kudos Aristotle: Using Ethos, Logos & Pathos to Improve the Xilinx Customer E...QuEST Forum
 
Sustainability Thinking Pays Off; New Framework Drives Game-Changing Ideas
Sustainability Thinking Pays Off; New Framework Drives Game-Changing IdeasSustainability Thinking Pays Off; New Framework Drives Game-Changing Ideas
Sustainability Thinking Pays Off; New Framework Drives Game-Changing IdeasQuEST Forum
 
Increasing Revenue Through Improved Customer Experience
Increasing Revenue Through Improved Customer ExperienceIncreasing Revenue Through Improved Customer Experience
Increasing Revenue Through Improved Customer ExperienceQuEST Forum
 
From the Clean Room to the Great Outdoors
From the Clean Room to the Great OutdoorsFrom the Clean Room to the Great Outdoors
From the Clean Room to the Great OutdoorsQuEST Forum
 
KPI Team Journey
KPI Team JourneyKPI Team Journey
KPI Team JourneyQuEST Forum
 
Continuous Multilayer Protection: Operationalizing a Security Framework
Continuous Multilayer Protection: Operationalizing a Security FrameworkContinuous Multilayer Protection: Operationalizing a Security Framework
Continuous Multilayer Protection: Operationalizing a Security FrameworkQuEST Forum
 
Customer Delight Created by Co-Operation between Supplier and Operator
Customer Delight Created by Co-Operation between Supplier and OperatorCustomer Delight Created by Co-Operation between Supplier and Operator
Customer Delight Created by Co-Operation between Supplier and OperatorQuEST Forum
 
Network Quality and Customer Experience
Network Quality and Customer ExperienceNetwork Quality and Customer Experience
Network Quality and Customer ExperienceQuEST Forum
 
Driving Networks Forward to the Hyper-Connected World
Driving Networks Forward to the Hyper-Connected WorldDriving Networks Forward to the Hyper-Connected World
Driving Networks Forward to the Hyper-Connected WorldQuEST Forum
 
Automotive Services and Communications Technologies, a Brief Look into the Fu...
Automotive Services and Communications Technologies, a Brief Look into the Fu...Automotive Services and Communications Technologies, a Brief Look into the Fu...
Automotive Services and Communications Technologies, a Brief Look into the Fu...QuEST Forum
 
Conquering the Cost of Poor Quality
Conquering the Cost of Poor QualityConquering the Cost of Poor Quality
Conquering the Cost of Poor QualityQuEST Forum
 
TL 9000 Measurements and Requirements Interactive Workshop
TL 9000 Measurements and Requirements Interactive WorkshopTL 9000 Measurements and Requirements Interactive Workshop
TL 9000 Measurements and Requirements Interactive WorkshopQuEST Forum
 
Integrated Continuous Improvements Ecosystem
Integrated Continuous Improvements EcosystemIntegrated Continuous Improvements Ecosystem
Integrated Continuous Improvements EcosystemQuEST Forum
 
Adoption & Reinforcement - Applying TL 9000 in R&D Businesses
Adoption & Reinforcement - Applying TL 9000 in R&D BusinessesAdoption & Reinforcement - Applying TL 9000 in R&D Businesses
Adoption & Reinforcement - Applying TL 9000 in R&D BusinessesQuEST Forum
 
7 Key Elements for Operation Quality Improvement
7 Key Elements for Operation Quality Improvement7 Key Elements for Operation Quality Improvement
7 Key Elements for Operation Quality ImprovementQuEST Forum
 
Zero Defect Initiative - Quality Index Generator
Zero Defect Initiative - Quality Index GeneratorZero Defect Initiative - Quality Index Generator
Zero Defect Initiative - Quality Index GeneratorQuEST Forum
 
Being Agile with Assured Quality
Being Agile with Assured QualityBeing Agile with Assured Quality
Being Agile with Assured QualityQuEST Forum
 

More from QuEST Forum (20)

QuEST Forum TL 9000 R6.0 Requirements & ISO 9001:2015
QuEST Forum TL 9000 R6.0 Requirements & ISO 9001:2015QuEST Forum TL 9000 R6.0 Requirements & ISO 9001:2015
QuEST Forum TL 9000 R6.0 Requirements & ISO 9001:2015
 
Networked Society - Story to be Continued
Networked Society - Story to be ContinuedNetworked Society - Story to be Continued
Networked Society - Story to be Continued
 
Achieving Best-in-Class Customer Experience through Effective Product Launch
Achieving Best-in-Class Customer Experience through Effective Product LaunchAchieving Best-in-Class Customer Experience through Effective Product Launch
Achieving Best-in-Class Customer Experience through Effective Product Launch
 
Kudos Aristotle: Using Ethos, Logos & Pathos to Improve the Xilinx Customer E...
Kudos Aristotle: Using Ethos, Logos & Pathos to Improve the Xilinx Customer E...Kudos Aristotle: Using Ethos, Logos & Pathos to Improve the Xilinx Customer E...
Kudos Aristotle: Using Ethos, Logos & Pathos to Improve the Xilinx Customer E...
 
Sustainability Thinking Pays Off; New Framework Drives Game-Changing Ideas
Sustainability Thinking Pays Off; New Framework Drives Game-Changing IdeasSustainability Thinking Pays Off; New Framework Drives Game-Changing Ideas
Sustainability Thinking Pays Off; New Framework Drives Game-Changing Ideas
 
Increasing Revenue Through Improved Customer Experience
Increasing Revenue Through Improved Customer ExperienceIncreasing Revenue Through Improved Customer Experience
Increasing Revenue Through Improved Customer Experience
 
From the Clean Room to the Great Outdoors
From the Clean Room to the Great OutdoorsFrom the Clean Room to the Great Outdoors
From the Clean Room to the Great Outdoors
 
KPI Team Journey
KPI Team JourneyKPI Team Journey
KPI Team Journey
 
Continuous Multilayer Protection: Operationalizing a Security Framework
Continuous Multilayer Protection: Operationalizing a Security FrameworkContinuous Multilayer Protection: Operationalizing a Security Framework
Continuous Multilayer Protection: Operationalizing a Security Framework
 
Customer Delight Created by Co-Operation between Supplier and Operator
Customer Delight Created by Co-Operation between Supplier and OperatorCustomer Delight Created by Co-Operation between Supplier and Operator
Customer Delight Created by Co-Operation between Supplier and Operator
 
Network Quality and Customer Experience
Network Quality and Customer ExperienceNetwork Quality and Customer Experience
Network Quality and Customer Experience
 
Driving Networks Forward to the Hyper-Connected World
Driving Networks Forward to the Hyper-Connected WorldDriving Networks Forward to the Hyper-Connected World
Driving Networks Forward to the Hyper-Connected World
 
Automotive Services and Communications Technologies, a Brief Look into the Fu...
Automotive Services and Communications Technologies, a Brief Look into the Fu...Automotive Services and Communications Technologies, a Brief Look into the Fu...
Automotive Services and Communications Technologies, a Brief Look into the Fu...
 
Conquering the Cost of Poor Quality
Conquering the Cost of Poor QualityConquering the Cost of Poor Quality
Conquering the Cost of Poor Quality
 
TL 9000 Measurements and Requirements Interactive Workshop
TL 9000 Measurements and Requirements Interactive WorkshopTL 9000 Measurements and Requirements Interactive Workshop
TL 9000 Measurements and Requirements Interactive Workshop
 
Integrated Continuous Improvements Ecosystem
Integrated Continuous Improvements EcosystemIntegrated Continuous Improvements Ecosystem
Integrated Continuous Improvements Ecosystem
 
Adoption & Reinforcement - Applying TL 9000 in R&D Businesses
Adoption & Reinforcement - Applying TL 9000 in R&D BusinessesAdoption & Reinforcement - Applying TL 9000 in R&D Businesses
Adoption & Reinforcement - Applying TL 9000 in R&D Businesses
 
7 Key Elements for Operation Quality Improvement
7 Key Elements for Operation Quality Improvement7 Key Elements for Operation Quality Improvement
7 Key Elements for Operation Quality Improvement
 
Zero Defect Initiative - Quality Index Generator
Zero Defect Initiative - Quality Index GeneratorZero Defect Initiative - Quality Index Generator
Zero Defect Initiative - Quality Index Generator
 
Being Agile with Assured Quality
Being Agile with Assured QualityBeing Agile with Assured Quality
Being Agile with Assured Quality
 

Recently uploaded

Are Multi-Cloud and Serverless Good or Bad?
Are Multi-Cloud and Serverless Good or Bad?Are Multi-Cloud and Serverless Good or Bad?
Are Multi-Cloud and Serverless Good or Bad?Mattias Andersson
 
Developer Data Modeling Mistakes: From Postgres to NoSQL
Developer Data Modeling Mistakes: From Postgres to NoSQLDeveloper Data Modeling Mistakes: From Postgres to NoSQL
Developer Data Modeling Mistakes: From Postgres to NoSQLScyllaDB
 
Kotlin Multiplatform & Compose Multiplatform - Starter kit for pragmatics
Kotlin Multiplatform & Compose Multiplatform - Starter kit for pragmaticsKotlin Multiplatform & Compose Multiplatform - Starter kit for pragmatics
Kotlin Multiplatform & Compose Multiplatform - Starter kit for pragmaticscarlostorres15106
 
Tampa BSides - Chef's Tour of Microsoft Security Adoption Framework (SAF)
Tampa BSides - Chef's Tour of Microsoft Security Adoption Framework (SAF)Tampa BSides - Chef's Tour of Microsoft Security Adoption Framework (SAF)
Tampa BSides - Chef's Tour of Microsoft Security Adoption Framework (SAF)Mark Simos
 
Install Stable Diffusion in windows machine
Install Stable Diffusion in windows machineInstall Stable Diffusion in windows machine
Install Stable Diffusion in windows machinePadma Pradeep
 
WordPress Websites for Engineers: Elevate Your Brand
WordPress Websites for Engineers: Elevate Your BrandWordPress Websites for Engineers: Elevate Your Brand
WordPress Websites for Engineers: Elevate Your Brandgvaughan
 
Unraveling Multimodality with Large Language Models.pdf
Unraveling Multimodality with Large Language Models.pdfUnraveling Multimodality with Large Language Models.pdf
Unraveling Multimodality with Large Language Models.pdfAlex Barbosa Coqueiro
 
"ML in Production",Oleksandr Bagan
"ML in Production",Oleksandr Bagan"ML in Production",Oleksandr Bagan
"ML in Production",Oleksandr BaganFwdays
 
Bun (KitWorks Team Study 노별마루 발표 2024.4.22)
Bun (KitWorks Team Study 노별마루 발표 2024.4.22)Bun (KitWorks Team Study 노별마루 발표 2024.4.22)
Bun (KitWorks Team Study 노별마루 발표 2024.4.22)Wonjun Hwang
 
Leverage Zilliz Serverless - Up to 50X Saving for Your Vector Storage Cost
Leverage Zilliz Serverless - Up to 50X Saving for Your Vector Storage CostLeverage Zilliz Serverless - Up to 50X Saving for Your Vector Storage Cost
Leverage Zilliz Serverless - Up to 50X Saving for Your Vector Storage CostZilliz
 
Vector Databases 101 - An introduction to the world of Vector Databases
Vector Databases 101 - An introduction to the world of Vector DatabasesVector Databases 101 - An introduction to the world of Vector Databases
Vector Databases 101 - An introduction to the world of Vector DatabasesZilliz
 
"Federated learning: out of reach no matter how close",Oleksandr Lapshyn
"Federated learning: out of reach no matter how close",Oleksandr Lapshyn"Federated learning: out of reach no matter how close",Oleksandr Lapshyn
"Federated learning: out of reach no matter how close",Oleksandr LapshynFwdays
 
Search Engine Optimization SEO PDF for 2024.pdf
Search Engine Optimization SEO PDF for 2024.pdfSearch Engine Optimization SEO PDF for 2024.pdf
Search Engine Optimization SEO PDF for 2024.pdfRankYa
 
Powerpoint exploring the locations used in television show Time Clash
Powerpoint exploring the locations used in television show Time ClashPowerpoint exploring the locations used in television show Time Clash
Powerpoint exploring the locations used in television show Time Clashcharlottematthew16
 
AI as an Interface for Commercial Buildings
AI as an Interface for Commercial BuildingsAI as an Interface for Commercial Buildings
AI as an Interface for Commercial BuildingsMemoori
 
CloudStudio User manual (basic edition):
CloudStudio User manual (basic edition):CloudStudio User manual (basic edition):
CloudStudio User manual (basic edition):comworks
 
Vertex AI Gemini Prompt Engineering Tips
Vertex AI Gemini Prompt Engineering TipsVertex AI Gemini Prompt Engineering Tips
Vertex AI Gemini Prompt Engineering TipsMiki Katsuragi
 
Anypoint Exchange: It’s Not Just a Repo!
Anypoint Exchange: It’s Not Just a Repo!Anypoint Exchange: It’s Not Just a Repo!
Anypoint Exchange: It’s Not Just a Repo!Manik S Magar
 
Story boards and shot lists for my a level piece
Story boards and shot lists for my a level pieceStory boards and shot lists for my a level piece
Story boards and shot lists for my a level piececharlottematthew16
 

Recently uploaded (20)

Are Multi-Cloud and Serverless Good or Bad?
Are Multi-Cloud and Serverless Good or Bad?Are Multi-Cloud and Serverless Good or Bad?
Are Multi-Cloud and Serverless Good or Bad?
 
Developer Data Modeling Mistakes: From Postgres to NoSQL
Developer Data Modeling Mistakes: From Postgres to NoSQLDeveloper Data Modeling Mistakes: From Postgres to NoSQL
Developer Data Modeling Mistakes: From Postgres to NoSQL
 
Kotlin Multiplatform & Compose Multiplatform - Starter kit for pragmatics
Kotlin Multiplatform & Compose Multiplatform - Starter kit for pragmaticsKotlin Multiplatform & Compose Multiplatform - Starter kit for pragmatics
Kotlin Multiplatform & Compose Multiplatform - Starter kit for pragmatics
 
Tampa BSides - Chef's Tour of Microsoft Security Adoption Framework (SAF)
Tampa BSides - Chef's Tour of Microsoft Security Adoption Framework (SAF)Tampa BSides - Chef's Tour of Microsoft Security Adoption Framework (SAF)
Tampa BSides - Chef's Tour of Microsoft Security Adoption Framework (SAF)
 
Install Stable Diffusion in windows machine
Install Stable Diffusion in windows machineInstall Stable Diffusion in windows machine
Install Stable Diffusion in windows machine
 
WordPress Websites for Engineers: Elevate Your Brand
WordPress Websites for Engineers: Elevate Your BrandWordPress Websites for Engineers: Elevate Your Brand
WordPress Websites for Engineers: Elevate Your Brand
 
E-Vehicle_Hacking_by_Parul Sharma_null_owasp.pptx
E-Vehicle_Hacking_by_Parul Sharma_null_owasp.pptxE-Vehicle_Hacking_by_Parul Sharma_null_owasp.pptx
E-Vehicle_Hacking_by_Parul Sharma_null_owasp.pptx
 
Unraveling Multimodality with Large Language Models.pdf
Unraveling Multimodality with Large Language Models.pdfUnraveling Multimodality with Large Language Models.pdf
Unraveling Multimodality with Large Language Models.pdf
 
"ML in Production",Oleksandr Bagan
"ML in Production",Oleksandr Bagan"ML in Production",Oleksandr Bagan
"ML in Production",Oleksandr Bagan
 
Bun (KitWorks Team Study 노별마루 발표 2024.4.22)
Bun (KitWorks Team Study 노별마루 발표 2024.4.22)Bun (KitWorks Team Study 노별마루 발표 2024.4.22)
Bun (KitWorks Team Study 노별마루 발표 2024.4.22)
 
Leverage Zilliz Serverless - Up to 50X Saving for Your Vector Storage Cost
Leverage Zilliz Serverless - Up to 50X Saving for Your Vector Storage CostLeverage Zilliz Serverless - Up to 50X Saving for Your Vector Storage Cost
Leverage Zilliz Serverless - Up to 50X Saving for Your Vector Storage Cost
 
Vector Databases 101 - An introduction to the world of Vector Databases
Vector Databases 101 - An introduction to the world of Vector DatabasesVector Databases 101 - An introduction to the world of Vector Databases
Vector Databases 101 - An introduction to the world of Vector Databases
 
"Federated learning: out of reach no matter how close",Oleksandr Lapshyn
"Federated learning: out of reach no matter how close",Oleksandr Lapshyn"Federated learning: out of reach no matter how close",Oleksandr Lapshyn
"Federated learning: out of reach no matter how close",Oleksandr Lapshyn
 
Search Engine Optimization SEO PDF for 2024.pdf
Search Engine Optimization SEO PDF for 2024.pdfSearch Engine Optimization SEO PDF for 2024.pdf
Search Engine Optimization SEO PDF for 2024.pdf
 
Powerpoint exploring the locations used in television show Time Clash
Powerpoint exploring the locations used in television show Time ClashPowerpoint exploring the locations used in television show Time Clash
Powerpoint exploring the locations used in television show Time Clash
 
AI as an Interface for Commercial Buildings
AI as an Interface for Commercial BuildingsAI as an Interface for Commercial Buildings
AI as an Interface for Commercial Buildings
 
CloudStudio User manual (basic edition):
CloudStudio User manual (basic edition):CloudStudio User manual (basic edition):
CloudStudio User manual (basic edition):
 
Vertex AI Gemini Prompt Engineering Tips
Vertex AI Gemini Prompt Engineering TipsVertex AI Gemini Prompt Engineering Tips
Vertex AI Gemini Prompt Engineering Tips
 
Anypoint Exchange: It’s Not Just a Repo!
Anypoint Exchange: It’s Not Just a Repo!Anypoint Exchange: It’s Not Just a Repo!
Anypoint Exchange: It’s Not Just a Repo!
 
Story boards and shot lists for my a level piece
Story boards and shot lists for my a level pieceStory boards and shot lists for my a level piece
Story boards and shot lists for my a level piece
 

Quality Measurement Framework Puts the End User in Focus

  • 2. Agenda › Setting the scene › QuEST Forum achievements › Way forward
  • 3. The effects of GOOD & BAD EXPERIENCES A good experience will make 60% of consumers share their experience with friends and family A bad experience will make 23% of consumers think of terminating the relationship… …but only 6% of consumers that have had bad experiences will register a complaint with their operator Source: Ericsson ConsumerLab Transforming Experiences, India, 2013
  • 4. Traditional analysis focus on the network › The customer experience has been viewed as equal to the performance of the network and mobile coverage › This model was true in the past but the new ways of communicating calls for an update of the indicators we measure We need to start measuring user expectations and demands on their service providers Focus has traditionally been on measuring network performance
  • 5. The modernized view puts the user in focus › Users experience a certain quality of services they access and are neither informed about nor interested in what resources contribute to the experience The end users are paying – put them in focus
  • 6. The modernized view puts the user in focus Loading…
  • 7. The modernized view puts the user in focus › Users experience a certain quality of services they access and are neither informed about nor interested in what resources contribute to the experience › Consequently, we cannot rely on customer calls to measure experience, but need to look for new quality of experience indicators With a strong outside-in perspective on telecom quality, we focus on the users’ perception The end users are paying – put them in focus
  • 8. Managing quality from end to end starting with the user experience PERCEPTION Users’ perception of quality DELIVERY Quality of service delivery ENABLEMENT Supply chain needed to deliver services › Manage your customers’ experience › Manage your network performance & your customers related services › Manage your network operation quality, network elements and related services
  • 9. The journey – looking back June 2012 2 “KPIs for measuring end user experience” Presentation at QuEST Forum EMEA Best Practices, Madrid June 2013 3 “Quality measurements in the Networked Society” Presentation at QuEST Forum EMEA Regional Conference, Stockholm September 2013 4 “Quality measurements in the Networked Society” Presentation at QuEST Forum Americas Best Practices, Las Vegas January 2012 1 First mention of framework EMEA KPI Team meeting, Frankfurt Winter 2013 5 Project group created / proof of concept study initiated EMEA KPI Regional Conference, Vienna
  • 10. Existing data can be reused for big data analysis Contextually interpreted data is essential for customer experience › Industry is looking to expand performance management parameters • Who? (IMSI) • On what device? (IMEI) › Big data approach – collect all you can, analyze later › Deep Packet Inspection (DPI) often used Important connection between CRM and OSS/BSS › Industry looking for more contextual use of existing measurements Framework validation Finding 1: Context matters
  • 11. Framework validation: finding 2: focus on the why Covered through KPIs like NPS, LTR etc that are being widely used among the QuEST Forum participants. Currently not covered through any common measurements. KPIs within this category has the potential to provide the answer as to why the end user is experiencing good quality or not. Well defined KPIs already exist in TL9000 framework. “What is the customer’s experience?” “Why is the customer experiencing this?” “How are the underlying elements performing?” Quality of Experience Indicators
  • 12. Customers Quality of experience (Q0E) Accurately Measured Experience Technical performance Customers QoE Customers Subjective Perceptions User’s satisfaction with the service provider NPSAQ-KPINP-KPI  Understand what to Measure – e.g. Understand what subscribers care about  Understand how to measure – e.g. KPIs for the Application Quality (AQ- KPIs)  Understand when to act – e.g. Calibrate thresholds using Voice-of- Customer
  • 13. understanding telecom quality requires a broad field of analysis PERCEPTION Users’ perception of quality DELIVERY Quality of service delivery ENABLEMENT Supply chain needed to deliver services Application Quality (AQ)- KPIs Customer Service Indicators Network Performance Indicators Network Operation Service Indicators Network Element Service Indicators Network Element Quality
  • 14. Steps being taken to Evaluate Methodology & proposed KPIs Additional collaboration with a number of service providers/operators: Select service/area to investigate Select KPIs Algorithm to use Measurement methodology Storage of data (QuEST Forum “sand box”) Presentation of result (graph to use) X+Y Value for QuEST  1st in ICT industry to achieve fully user oriented and technology independent CEI metrics  Use as reference in other standardization fora's like ETSI, 3GPP (now part of study item in SA5) and TMF
  • 15. Scope and context of quality management encompassed by the framework: “Thus the end user experiences his desired service to be of a certain quality without knowing which resources contribute to this experience and without a chance to attribute good or bad quality to the contributing service providers” AQ-KPIs identified Tl9000 white paper rev B
  • 16. Category 1: End User Quality of Experience Indicators – Objective: “…Understand the end-user experience at the touch points with a Telecom Service Provider. Take a technology independent point of view that concentrates on end user perception but include subjective user feedback (such as calls to customer care) and measurable indicators into account.” Definition of AQ-KPIs - Whitepaper Model
  • 17. Approved Application quality-kpi’s, AQ-KPI’sAQ-KPI DEFINITIONS FORMULAS USER TRIGGERS TECHNICAL TRIGGERS Web Browsing Accessibility Ratio of successful HTTP request- response pairs and the total number of web page access attempts. Web_Sucessful_Starts ÷ Web_Attempted_Starts User request -> User sees the first content First GET -> First data received or cached data acknowledged Web Browsing Retainability Measured as the ratio between the successful resource downloads and the total resource download attempts. Web_Successful_Resources ÷ Web_Attempted_Resources User sees the first content -> User sees the last content or stops downloading First data received or cached data acknowledged -> Last data received or cached data acknowledged Web Browsing Access Time Measured for the 1st request-response pair belonging to a webpage: latency between first protocol request and first response. Average of Timestamp Of (Web Successful Start) – Timestamp Of (Web Attempted Start) User request -> User sees the first content Network Access request/DNS Query/SYN/First GET -> First data received or cached data acknowledged Web Browsing Download Time Measured as the download time of resources belonging to a web page. User sees the first content -> User sees the last content or stops downloading First data received or cached data acknowledged -> Last data received or cached data acknowledged Video Accessibility Measured as ratio between the number of HTTP requests and successful responses when the user starts downloading a video. Started÷Attempted User request -> User sees the first content First GET -> Initial Buffer Full Video Access Time Measures from the request to start of the video (e.g. pushing the button on the handset), until the default media stream is presented on the screen. TimeStarted-TimeAttempted User request -> User sees the first content Network Access request/DNS Query/SYN/First GET -> Last data received Video Freeze Rate Measured by comparing the media timestamp to the actual transport packet timestamp. Number and duration of media freezes estimated. Freeze_Count / Media_Time User sees the first content -> User sees the last content or stops playing Initial Buffer Full -> Last data received Video Freeze Time Ratio Measured by comparing the media timestamp to the actual transport packet timestamp. Total length of freezes per viewing time estimated. Sum_of_Freeze_Times/Media_Time User sees the first content -> User sees the last content or stops playing Initial Buffer Full -> Last data received When ready ITU-T: (Video Quality) Video Quality: Estimated Mean Opinion Score (1..5). To Be Based on ITU-T MOS model User sees the first content -> User sees the last content or stops playing Initial Buffer Full -> Last data received
  • 18. To-Do´s › Proposed update of TL 9000 Measurement Handbook (or amendment) – Product categories in the measurement handbook – review and propose possible updates based on findings Accomplishments › TL 9000 Measurement Framework - updated – Touch point “Use” to describe end user experience – “ARI“ concept according to ITU › KPI document - updated – End-user experience of Application Quality (AQ) KPIs according to ARI concept – Listed relevant KPIs for video and web browsing – Ready date: 2015 Q2 Final Approval – Refer to relevant standardization forums (ETSI, ITU, TL9K, TMF and NGMN) activities
  • 19. The journey to be continued… January 2015 White Paper Measurement Framework with AQ-KPI’s Autumn-Winter 2015 Benchmark studies Driver: EMEA KPI team June 2016 Finalized TL 9000 update Driver : EMEA KPI team 2016 Implementation follow- up May 2015 AQ-KPI definitions ready and proposed update TL 9000 Measurement Handbook ready for approval Driver: EMEA KPI team Please join us in this effort!