![#AgileMetrics
@XBOSoft @philiplew
© 2015 XBOSoft, Inc.- All Rights Reserved.
What is Measurement?
• “Measurement is the process by which numbers
or symbols are assigned to attributes of entities
in the real world in such a way as to characterize
them according to clearly defined rules.” [1]
• “Measurement is the empirical, objective
assignment of numbers, according to a rule
derived from a model or theory, to attributes of
objects or events with the intent of describing
them.” [1]
[1] Software Engineering Metrics: What Do
They Measure and How Do We Know? Cem
Kaner and Walter P. Bond](https://image.slidesharecdn.com/2015-agile-metrics-workshop-astqb-lew-half-day-s-150923231414-lva1-app6891/75/Agile-Metrics-ASTQB-Workshop-by-Philip-Lew-XBOSoft-64-2048.jpg)
![#AgileMetrics
@XBOSoft @philiplew
Possible Stakeholders
Stakeholder
Objec]ve
CIO
CEO
VP
Director
-‐
Development
Owner
Auditor
Partner
?
©
2015
XBOSoF,
Inc.-‐
All
Rights
Reserved.](https://image.slidesharecdn.com/2015-agile-metrics-workshop-astqb-lew-half-day-s-150923231414-lva1-app6891/75/Agile-Metrics-ASTQB-Workshop-by-Philip-Lew-XBOSoft-112-2048.jpg)
![#AgileMetrics
@XBOSoft @philiplew
Metric Q&A Worksheet
Category
Ques]on
Metric
Tool
to
Use
Needed
Customer
SaQsfacQon
Are
we
meeQng
schedule?
Schedule
Variance
Project
Management
Tool
None
SoFware
TesQng
Efficiency
SoFware
Quality
What
kinds
of
defects
are
most
common?
Usability
Are
end
users
ge~ng
lost,
understand
our
UI
SoFware
Test
EffecQveness
?
©
2015
XBOSoF,
Inc.-‐
All
Rights
Reserved.](https://image.slidesharecdn.com/2015-agile-metrics-workshop-astqb-lew-half-day-s-150923231414-lva1-app6891/75/Agile-Metrics-ASTQB-Workshop-by-Philip-Lew-XBOSoft-122-2048.jpg)
![#AgileMetrics
@XBOSoft @philiplew
Possible Stakeholders
Stakeholder
Objec]ve
Ques]on
Answer
CIO
CEO
VP
–
QA
–
Development
Director
-‐
Development
Owner
Auditor
Test
Lead
Partner
?
©
2015
XBOSoF,
Inc.-‐
All
Rights
Reserved.](https://image.slidesharecdn.com/2015-agile-metrics-workshop-astqb-lew-half-day-s-150923231414-lva1-app6891/75/Agile-Metrics-ASTQB-Workshop-by-Philip-Lew-XBOSoft-123-2048.jpg)
![#AgileMetrics
@XBOSoft @philiplew
What
are
the
key
characterisQcs
of
agile?
Agile
Characteris]c
CollaboraQve
Working
SoFware
Adapt
to
changing
requirements
?
©
2015
XBOSoF,
Inc.-‐
All
Rights
Reserved.](https://image.slidesharecdn.com/2015-agile-metrics-workshop-astqb-lew-half-day-s-150923231414-lva1-app6891/75/Agile-Metrics-ASTQB-Workshop-by-Philip-Lew-XBOSoft-130-2048.jpg)
![#AgileMetrics
@XBOSoft @philiplew
Matching
Agile
CharacterisQcs
and
ObjecQves
Agile
Characteris]c
Speed
Quality
Customer
and
End
User
Sa]sfac]on
Other
CollaboraQve
x
x
Working
SoFware
x
Adapt
to
changing
requirements
x
x
From the agile
manifesto
©
2015
XBOSoF,
Inc.-‐
All
Rights
Reserved.](https://image.slidesharecdn.com/2015-agile-metrics-workshop-astqb-lew-half-day-s-150923231414-lva1-app6891/75/Agile-Metrics-ASTQB-Workshop-by-Philip-Lew-XBOSoft-133-2048.jpg)
Uploaded byXBOSoft
Agile Metrics - ASTQB Workshop by Philip Lew - XBOSoft
The document discusses the importance of agile metrics and the various dimensions of software quality evaluation, emphasizing the need for measurable metrics to enhance agile processes. It addresses common pitfalls in agile metrics, how to systematically improve software quality, and the significance of understanding quality from different perspectives. The workshop aims to engage participants in defining software quality, applying models, and utilizing metrics effectively to drive quality improvements.
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Agile Metrics - ASTQB Workshop by Philip Lew - XBOSoft
- 1. #AgileMetrics @XBOSoft @philiplew Agile Metrics Not Just Velocity Philip Lew
- 2. #AgileMetrics @XBOSoft @philiplew Poll • Do you regularly collect AND use the metrics you collect to monitor and improve your agile process? – Yes – No © 2015 XBOSoF, Inc.-‐ All Rights Reserved.
- 3. #AgileMetrics @XBOSoft @philiplew WHAT IS ONE OF THE MOST FAMOUS THINGS HE SAID? © 2015 XBOSoF, Inc.-‐ All Rights Reserved. “LIFE IS LIKE A BOX OF CHOCOLATES, YOU NEVER KNOW WHAT YOU’RE GOING TO GET”
- 4. #AgileMetrics @XBOSoft @philiplew A LittleAbout Me • Work Experience – Telecommunications network engineer – Team Lead, Data warehousing product development – Software product manager, BI product • Specialties – Software quality process improvement – Software quality evaluation and measurement – Software quality in use / UX design © 2015 XBOSoF, Inc.-‐ All Rights Reserved.
- 5. #AgileMetrics @XBOSoft @philiplew How About You • Name • Your Company/Role • InteresQng Qdbit or fact • ObjecQve in being here © 2015 XBOSoF, Inc.-‐ All Rights Reserved.
- 6. #AgileMetrics @XBOSoft @philiplew Session Spiritand Expectations • I won’t read the slides… • Slides for you as a take-away (reference) • Slightly different than your handouts – Always thinking of new examples and ideas, you can write me and I’ll send these to you • Interactive – Lots of exercises and chances to learn – Lots of material • Only 3 hours time for the workshop – May skip over material – use as reference © 2015 XBOSoF, Inc.-‐ All Rights Reserved.
- 7. #AgileMetrics @XBOSoft @philiplew © 2015 XBOSoF, Inc.-‐ All Rights Reserved.
- 8. #AgileMetrics @XBOSoft @philiplew UlQmately What We Want to Learn Today • Mistakes people make in agile metrics and how to avoid them. • How to consistently and systemaQcally improve root causes of low velocity. • How to reduce rework. • How to analyze your agile process and determine meaningful metrics to present to management. • How to get to velocity AND quality, and what to measure. © 2015 XBOSoF, Inc.-‐ All Rights Reserved.
- 9. #AgileMetrics @XBOSoft @philiplew Software QualityJourney © 2015 XBOSoF, Inc.-‐ All Rights Reserved. SoFware Quality SoFware TesQng TesQng Metrics Why and What Metrics Goal QuesQon Metric SoFware Dev Processes SoFware Quality Models Business& Product Processes EvaluaQon Frameworks AGILE METRICS
- 10. #AgileMetrics @XBOSoft @philiplew The SoFware Quality Conundrum • What quesQons/mysteries do you have about soFware quality metrics? – SoFware quality is too nebulous to get your hands around – Everyone has a different idea of what it is, so difficult to measure – What can we measure for quality in agile? © 2015 XBOSoF, Inc.-‐ All Rights Reserved.
- 11. #AgileMetrics @XBOSoft @philiplew Poll: Howmany of you are collecting measurements and calculating metrics on a regular basis? a. 0 b. 1-5 c. 6-10 d. 11-15 e. 16+ 8% 44% 28% 6% 14%
- 12. #AgileMetrics @XBOSoft @philiplew Software Quality Evaluation Frameworks Goal Question Metric Why and WhatMetrics Software Quality in an Eggshell © 2015 XBOSoF, Inc.-‐ All Rights Reserved. Business&Product Processes/Lifecycles Software Dev Processes TesQng Metrics Software Testing Processes Software Quality Models Software Quality Processes Agile
- 13. #AgileMetrics @XBOSoft @philiplew CHANGES IN BUSINESS ENVIRONMENT AND PARADIGMS Why is SoFware Quality important? © 2015 XBOSoF, Inc.-‐ All Rights Reserved.
- 14. #AgileMetrics @XBOSoft @philiplew “Software isEating the World And now mobile is too” © 2015 XBOSoF, Inc.-‐ All Rights Reserved. conventional software applications Web sites E-commerce Print advertising Telephone books Web 1.0 Fully functional applications>> Higher complexity User profiling, segmentation, personalization data collection Web 2.0 Information integration Semantic Web Web 3.0 - Big data and Mobile Web-basedapplicationsand nowmobileaccessand nativemobile New ideas, integrated platforms, more components Ubiquitous Access
- 15. #AgileMetrics @XBOSoft @philiplew Quality GainsImportance and Shifts Meaning Quality needs more emphasis • ShiFs in user expectaQons and business models that enable users to switch applicaQons quickly. • ApplicaQons that have low usability or quality are easily leF for another • Many alternaQves available with another click – Short trial subscripQon – Many trials are free – No cost factor involved in switching applicaQons © 2015 XBOSoF, Inc.-‐ All Rights Reserved. Development cycle
- 16. #AgileMetrics @XBOSoft @philiplew The Problem • Evaluating the quality of software applications is difficult. • Research and standards are not entirely applicable • Models and frameworks lack implementation specifics so hard to use and benefit from them. • How do we objectively measure software quality? © 2015 XBOSoF, Inc.-‐ All Rights Reserved.
- 17. #AgileMetrics @XBOSoft @philiplew Motivation Why isQA Measurement Important • Quality Assurance measurement provides informaQon for improvement in your tesQng, your team, and your company. – Team • Is your QA team improving? – Process • Have you reached the highest state of efficacy? • Is your tesQng as thorough as it can be? – Product • Is soFware ready for release? Can we stop tesQng now? • What parts of the soFware are at most risk ? – Money • Are you able to do everything you want within budget? © 2015 XBOSoF, Inc.-‐ All Rights Reserved. What questions do you have?
- 18. #AgileMetrics @XBOSoft @philiplew Workshop Outline-Agenda 1. Defining software quality 2. Software quality models 3. Measurement and metrics 4. Goals, metrics and frameworks © 2015 XBOSoF, Inc.-‐ All Rights Reserved. Agile
- 19. #AgileMetrics @XBOSoft @philiplew Exercises • Breakinto groups of 2-3 • No bystanders • Remember the cone of learning! © 2015 XBOSoF, Inc.-‐ All Rights Reserved.
- 20. #AgileMetrics @XBOSoft @philiplew Exercise -Value of Metrics Why do you want to measure? 1. ______________________________________ 2. ______________________________________ 3. ______________________________________ 4. ______________________________________ © 2015 XBOSoF, Inc.-‐ All Rights Reserved.
- 21. #AgileMetrics @XBOSoft @philiplew “Not everythingthat can be counted counts, and not everything that counts can be counted.” Albert Einstein Don’t measure something just because you can.
- 22. #AgileMetrics @XBOSoft @philiplew Module 1:Defining Software Quality What is software quality?
- 23. #AgileMetrics @XBOSoft @philiplew What isSoftware Quality? • Hard to define and evaluate • Perceived quality • Transparent when present • Noticeable when absent • Many views • User View • Product View • Developer/Coder View • Installer View • Management View © 2015 XBOSoF, Inc.-‐ All Rights Reserved. What other viewpoints could their be?
- 24. #AgileMetrics @XBOSoft @philiplew What isSoftware Quality? • The meaning of the quality term is not simple and atomic, but a mulQdimensional and abstract concept. • Quality can not be measured directly – at least in a not very trivial way • Common pracQce assesses quality by means of the quanQficaQon of lower abstracQon concepts, such as agributes of enQQes • Given the complexity that a quality concept involves, a model is used in order to specify the quality requirements. © 2015 XBOSoF, Inc.-‐ All Rights Reserved.
- 25. #AgileMetrics @XBOSoft @philiplew YET ITS ABSENCE IS EASY TO SEE It is difficult to define quality… © 2015 XBOSoF, Inc.-‐ All Rights Reserved.
- 26. #AgileMetrics @XBOSoft @philiplew Exercise • Howdoes your organization define software quality? • In your group, come up with a definition of software quality that you can agree on. – Can be one sentence to a short paragraph. • Be prepared to share with the class. © 2015 XBOSoF, Inc.-‐ All Rights Reserved.
- 27. #AgileMetrics @XBOSoft @philiplew Module 2:Software Quality Models Models are used to ‘organize’ our understanding
- 28. #AgileMetrics @XBOSoft @philiplew ISO 25010: “DEGREE TO WHICH THE SOFTWARE PRODUCT SATISFIES STATED AND IMPLIED NEEDS WHEN USED UNDER SPECIFIED CONDITIONS” Quality Standards and Models © 2015 XBOSoF, Inc.-‐ All Rights Reserved.
- 29. #AgileMetrics @XBOSoft @philiplew Quality of a SoFware Product (Three Views for Quality) Internal Quality • Measure of the degree to which a set of staQc agributes of a soFware product saQsfy stated and implied needs when the soFware product is used under specified condiQons. External Quality • Measure of the degree to which a soFware product enables the behavior of a system to saQsfy stated and implied needs when the system including the soFware is used under specified condiQons. Quality in Use • Degree to which a product used by specific users meets their needs to achieve specific goals with effecQveness, efficiency, flexibility, safety and saQsfacQon in specific contexts of use. © 2015 XBOSoF, Inc.-‐ All Rights Reserved. What are some examples of quality measurements from these 3 perspectives? ISO 25010
- 30. #AgileMetrics @XBOSoft @philiplew ISO 25010Product Quality Internal – External Quality Model © 2015 XBOSoF, Inc.-‐ All Rights Reserved.
- 31. #AgileMetrics @XBOSoft @philiplew ISO 25010– Quality in Use © 2015 XBOSoF, Inc.-‐ All Rights Reserved.
- 32. #AgileMetrics @XBOSoft @philiplew Bigger Pictureon Quality © 2015 XBOSoF, Inc.-‐ All Rights Reserved. ISO 25010CMMI
- 33. #AgileMetrics @XBOSoft @philiplew Evolution ofSW Quality © 2015 XBOSoF, Inc.-‐ All Rights Reserved. Software processes Code Process quality Software Quality (internal) Software Quality (external) Software Quality (in use) Product Usability CMMI assessment model white box testing black box testing Usability testing Usability heuristic Usability logging CMMI Assessment Company Programmer Tester End User Type of quality What is measured How measured? Who measures? ISO 9000 ISO 9241ISO 9126 ISO 25010
- 34. #AgileMetrics @XBOSoft @philiplew SoFware Quality Models • What good are they to us? © 2015 XBOSoF, Inc.-‐ All Rights Reserved.
- 35. #AgileMetrics @XBOSoft @philiplew MORE THAN DEFECTS SoFware quality with an Agile Mindset © 2015 XBOSoF, Inc.-‐ All Rights Reserved.
- 36. #AgileMetrics @XBOSoft @philiplew Typical Viewof the Quality Life Cycle Development Quality Assurance • The emphasis of most organizations is to eliminate defects in the Development and QA phases of the Software Development Life Cycle. • Current quality models don’t model outside of development and QA Goal: Eliminating Defects © 2015 XBOSoF, Inc.-‐ All Rights Reserved.
- 37. #AgileMetrics @XBOSoft @philiplew Building a Quality Product or Service • Using modeling concepts of influence and dependency that we covered earlier • Quality of each phase or step has an influence on the quality of the next phase AND on the final result © 2015 XBOSoF, Inc.-‐ All Rights Reserved.
- 38. #AgileMetrics @XBOSoft @philiplew End UserPerception of Quality • Dependent on good product, of course. • But also influenced by many other factors outside of development and quality assurance. • Other parts of the organization and overall process influence the quality of the product itself and user’s perception of quality. © 2015 XBOSoF, Inc.-‐ All Rights Reserved.
- 39. #AgileMetrics @XBOSoft @philiplew Total QualityView © 2015 XBOSoF, Inc.-‐ All Rights Reserved. What does velocity measure? Does velocity measure quality?
- 40. #AgileMetrics @XBOSoft @philiplew Measuring Quality • Within each phase, we model to understand and evaluate quality at that phase • At each phase, define quality and develop quality measures • The lower level measurements will aggregate to higher cumulative measurements • Aggregation can be done with various weighting schemes with flexibility according to the business of the organization © 2015 XBOSoF, Inc.-‐ All Rights Reserved.
- 41. #AgileMetrics @XBOSoft @philiplew Quality Tree Customer Perceived Quality Sales Quality Requirements Quality Product Development Quality Customer Service Quality Possible to have a high quality product, but with poor customer perceived quality! Here’s Why… © 2015 XBOSoF, Inc.-‐ All Rights Reserved. Each Component or Phase Has its Own Quality which aggregates and influences overall customer perception of quality What weighting scheme would you use and why?
- 42. #AgileMetrics @XBOSoft @philiplew Product Mgmt– Requirements Quality Definition Product Management Quality Development understanding CommunicaQon with development Complete ness Accuracy Timeliness © 2015 XBOSoF, Inc.-‐ All Rights Reserved. What other attributes would be appropriate to model product management quality?
- 43. #AgileMetrics @XBOSoft @philiplew CSR QA Devl Reqm’t Sales PM View of the Quality LifeCycle Customer Interactions Defects are introduced at all phases of the lifecycle of a product. Requirements: • Vague, ambiguity measures • Incomplete • Poorly Written-not clearly understood • Lack of understanding of underlying needs-don’t match customer wants Goal: Improving Quality © 2015 XBOSoF, Inc.-‐ All Rights Reserved.
- 44. #AgileMetrics @XBOSoft @philiplew Development andQA Quality Definition Development Quality Code Re-‐work Adherence to standards Defects Test ware ValidaQon and verificaQon © 2015 XBOSoF, Inc.-‐ All Rights Reserved. What other attributes would be appropriate to model DEV-QA quality?
- 45. #AgileMetrics @XBOSoft @philiplew CSR QA Devl Reqm’t Sales Dev View of the Quality LifeCycle Customer Interactions Defects are introduced at all phases of the lifecycle of a product. Development: • Coding errors • Non conformance to corporate coding best practices • Not extensible • Poor performance • Rework • Recurring Defect Goal: Improving Quality © 2015 XBOSoF, Inc.-‐ All Rights Reserved.
- 46. #AgileMetrics @XBOSoft @philiplew CSR QA Devl Reqm’t Sales QA View of the Quality LifeCycle Customer Interactions Defects are introduced at all phases of the lifecycle of a product. Quality Assurance: • No test cases • Non-standard test cases • Inaccurate test cases, incomplete • Defects not written understandably • Defects unverifiable • Defects incomplete information Goal: Improving Quality © 2015 XBOSoF, Inc.-‐ All Rights Reserved.
- 47. #AgileMetrics @XBOSoft @philiplew Key Modeling Concepts Take Aways • Breakdown concept (quality) to components (levels of abstraction) to understand, evaluate, measure, and then improve – Hierarchical requirements tree – Measurements for each factor or element (characteristic) • Relationships and dependency – Quality at one phase influences quality at the next phase – Not only in an organization but also within a process © 2015 XBOSoF, Inc.-‐ All Rights Reserved.
- 48. #AgileMetrics @XBOSoft @philiplew Exercise 1. Doesyour organization have a model for software quality? 2. For your small group, develop a model for software quality. 3. Be prepared to share with the class. a. Why you included certain things b. Why you left out others c. Are all components evenly weighted? Why not? © 2015 XBOSoF, Inc.-‐ All Rights Reserved.
- 49. #AgileMetrics @XBOSoft @philiplew AFTER WE KNOW WHAT IT IS… How to Measure SW Quality © 2015 XBOSoF, Inc.-‐ All Rights Reserved.
- 50. #AgileMetrics @XBOSoft @philiplew Module 3:Measurement and metrics
- 51. #AgileMetrics @XBOSoft @philiplew Understand, Evaluateand Improve • If our end goal is improvement in what? • To improve, we need to evaluate • In order to evaluate, we must understand what we are evaluating • To do this… We need metrics Can you think of other examples in our lives where this applies? Where do you use metrics to evaluate and improve? © 2015 XBOSoF, Inc.-‐ All Rights Reserved.
- 52. #AgileMetrics @XBOSoft @philiplew Metrics inreal life Food Eaten Weight Performance Race Results • Calories • Fat • Carbohydrates • Protein • Time of day • Vitamins • … • Blood pressure • Cholesterol • Blood glucose • Red cell count • White cell count • Hematocrit • Hemoglobin • Body fat % • … • Placing • … • Effort/Power • Heart rate/Watts • Speed • Time Intelligence Finesse Context • Training • Sleep © 2015 XBOSoF, Inc.-‐ All Rights Reserved. You don’t just measure your weight right? You measure calories!!
- 53. #AgileMetrics @XBOSoft @philiplew Metrics -Goals • Understand how QA, tesQng, and its processes and where the problems are • Evaluate the process and the product – Monitor how something is performing – Analyze the informaQon provided to drive improvements • Improve – Predict and control process and product qualiQes – Reuse successful experiences – Take correcQve acQon © 2015 XBOSoF, Inc.-‐ All Rights Reserved.
- 54. #AgileMetrics @XBOSoft @philiplew Getting Started • What you choose to measure is up to your measurement goals/objectives – First exercise in class • You can only measure improvement in areas that you have quantified. • Establishing a metrics and measurement framework is necessary … More later on frameworks coming up! © 2015 XBOSoF, Inc.-‐ All Rights Reserved.
- 55. #AgileMetrics @XBOSoft @philiplew Measurement HelpsUs Answer Questions • Create a organizational memory – baselines of current practices-situation • Determine strengths and weaknesses of the current process and product – What types of errors are most common? • Develop reasoning for adopting/refining techniques – What techniques will minimize the problems? © 2015 XBOSoF, Inc.-‐ All Rights Reserved.
- 56. #AgileMetrics @XBOSoft @philiplew More QuestionsThat Metrics Can Help Answer (2/2) • Assess the impact of techniques – Does more/less functional testing reduce defects? – Do less defects shorten help desk call times? • Evaluate the quality of the process/product – Are we applying inspections appropriately? – What is the reliability of the product before/ after delivery? © 2015 XBOSoF, Inc.-‐ All Rights Reserved.
- 57. #AgileMetrics @XBOSoft @philiplew NEED FOR CONSISTENCY IN TERMINOLOGY AND CONCEPTS Before we dig deep into metrics… © 2015 XBOSoF, Inc.-‐ All Rights Reserved.
- 58. #AgileMetrics @XBOSoft @philiplew Need forConsistent Terminologies • To many organizations, errors can mean faults. • Anomalies usually mean a class of faults that are unlikely to cause failures but may eventually cause failures indirectly. – anomaly is a deviation from the usual, but it is not necessary wrong. • Defects normally refer collectively to faults and failures. – Sometimes a defect is a particular class of fault. • Bugs refer to faults occurring in the code. • Crashes are a special type of incident, where the system ceases to function. • Define terms clearly © 2015 XBOSoF, Inc.-‐ All Rights Reserved.
- 59. #AgileMetrics @XBOSoft @philiplew Defects -Get All the Info • So once we get common terms on incidents, faults and defects, we want to record its key elements, so that we can then invesQgate causes and cures: – Loca%on: Where did the problem occur? – Timing: When did it occur? – Mode: What was observed? – Effect: Which consequences resulted? – Mechanism: How did it occur? – Cause: Why did it occur? – Severity: How much was the user affected? – Cost: How much did it cost? © 2015 XBOSoF, Inc.-‐ All Rights Reserved.
- 60. #AgileMetrics @XBOSoft @philiplew Exercise • Collectingkey measurements/information is critical to a metrics program. • Discuss in your groups: – Define the relevant terms in collecting defects, faults, incidents, error, etc.. – List out what information are you collecting on your defects and what is lacking? © 2015 XBOSoF, Inc.-‐ All Rights Reserved.
- 61. #AgileMetrics @XBOSoft @philiplew UNDERSTANDING MEASUREMENT CONCEPTS Before we dig deep into metrics… © 2015 XBOSoF, Inc.-‐ All Rights Reserved.
- 62. #AgileMetrics @XBOSoft @philiplew Metric Basics • What is a metric? • What is a measurement? • What is an indicator? • What’s the difference? © 2015 XBOSoF, Inc.-‐ All Rights Reserved.
- 63. #AgileMetrics @XBOSoft @philiplew Measures VersusMetrics Measures • To be executed • Executed • Passed • Failed • Re-‐executed • Total ExecuQons • Total Passes • Total Failures © 2015 XBOSoF, Inc.-‐ All Rights Reserved. Metrics • TC % complete • TC % passed • % failures • % defects corrected • % bad fixes • % defect discovery
- 64. #AgileMetrics @XBOSoft @philiplew © 2015XBOSoft, Inc.- All Rights Reserved. What is Measurement? • “Measurement is the process by which numbers or symbols are assigned to attributes of entities in the real world in such a way as to characterize them according to clearly defined rules.” [1] • “Measurement is the empirical, objective assignment of numbers, according to a rule derived from a model or theory, to attributes of objects or events with the intent of describing them.” [1] [1] Software Engineering Metrics: What Do They Measure and How Do We Know? Cem Kaner and Walter P. Bond
- 65. #AgileMetrics @XBOSoft @philiplew Measurement • Firstcomponent of a measurement is it scale, the four levels of scales are nominal scale, ordinal scale, interval scale, and ratio scale. • Second component is measurement quality • Third component is causality © 2015 XBOSoF, Inc.-‐ All Rights Reserved.
- 66. #AgileMetrics @XBOSoft @philiplew Nominal Scale • Classifies or categorizes the agribute being measured. • An example of this would be the classificaQons male and female. • Doesn’t allow for comparisons to be made or mathemaQcal operaQons to be preformed. – So the expression male > female or male < female are invalid. – It is impossible to subtract a female from a male. • The key requirement of the nominal scale is that each data item can fit into only one category. © 2015 XBOSoF, Inc.-‐ All Rights Reserved.
- 67. #AgileMetrics @XBOSoft @philiplew Ordinal Scale • Similar to the nominal scale except categories can be ordered and comparisons can be made. • An example of this would be customer saQsfacQon surveys which oFen require an answer of completely dissaQsfied, somewhat dissaQsfied, neutral, somewhat saQsfied, or completely saQsfied. • In such a case, there is a natural order to the scale unlike nominal scales. • Like nominal scales mathemaQcal operaQons sQll can’t be directly performed. © 2015 XBOSoF, Inc.-‐ All Rights Reserved.
- 68. #AgileMetrics @XBOSoft @philiplew Interval Scale • Indicates exact differences between measurement points unlike the previous two scales. • Only the mathemaQcal operaQons add and subtract can be applied to an interval scale because the zero point on the scale has been arbitrarily decided upon. • For example 20 degrees is hoger than 10 degrees but 20 degrees may not be twice as hot as 10 degrees. • The key requirement of the interval scale is that units be clearly defined. © 2015 XBOSoF, Inc.-‐ All Rights Reserved.
- 69. #AgileMetrics @XBOSoft @philiplew Ratio Scale • Ratio scale is the highest level of measurement much the same as interval scales • Except zero is a non-arbitrary point allowing mathematical operations such as division. • Examples of ratio scale measurements are weight and length. – 160 pounds is twice that of 80 pounds © 2015 XBOSoF, Inc.-‐ All Rights Reserved.
- 70. #AgileMetrics @XBOSoft @philiplew Measurements Quality • Two facets of measurement quality are reliability and validity. • Reliability: means how repeatable the results are and low reliability indicates that many random errors are occurring during measurement. • Validity: means the metric measures what it intended to measure. – Errors in validity, called systemaQc errors, are usually experienced because not all factors were taken into account when the measurement was designed. © 2015 XBOSoF, Inc.-‐ All Rights Reserved.
- 71. #AgileMetrics @XBOSoft @philiplew Metrics Abandonedfor Many Reasons • How many of you have had these problems? – That measurement is not valid because… – That measurement is not reliable because… © 2015 XBOSoF, Inc.-‐ All Rights Reserved. If no one believes (and therefore takes improvement actions) your metrics, then why bother?
- 72. #AgileMetrics @XBOSoft @philiplew Guiding principlesabout metrics • Metrics can represent a snapshot • Metrics can change over time • Metrics can be simple and still very valuable/ telling • Metrics can assist us in making decisions today • Metrics can assist us in predicting the future • Some metrics are critical for some while useless for others © 2015 XBOSoF, Inc.-‐ All Rights Reserved.
- 73. #AgileMetrics @XBOSoft @philiplew Metrics canrepresent a snapshot • Not only at a particular moment, like this week, but for a process over time Code quality Internal Quality Tested in a lab External Quality • What the end user sees • What the end user experiences In-‐Use Quality At what stage in the process do you take measurements? © 2015 XBOSoF, Inc.-‐ All Rights Reserved.
- 74. #AgileMetrics @XBOSoft @philiplew Some Metrics– Let’s get started Schedule variance Effort variance Cost variance Defect removal effecQveness ProducQvity Defect aging CriQcal Defect rate Test cases executed Test coverage Pass/Fail Rate ROI AutomaQon coverage Value Provided % Defects/ hour Customer saQsfacQon Avg. Time to Fix Recurrence Rate Code complexity Test Density Defect Find Rate Defect Arrival Rate Require ments VolaQlity Require ments Ambiguity Planned /Actual OverQme Rate CompleQon Rate Velocity ExecuQon Rate © 2015 XBOSoF, Inc.-‐ All Rights Reserved.
- 75. #AgileMetrics @XBOSoft @philiplew Some Metrics– Let’s get started • How many of these do you know/ use? • What others do you use? • What are they used for? • By who? • How do you evaluate them? • What is ‘good’, ‘acceptable’? © 2015 XBOSoF, Inc.-‐ All Rights Reserved.
- 76. #AgileMetrics @XBOSoft @philiplew METRICS ONE BY ONE Let’s examine a bunch of common © 2015 XBOSoF, Inc.-‐ All Rights Reserved.
- 77. #AgileMetrics @XBOSoft @philiplew Defects Found/Build • Common Usage: Progressive Build Improvement • One way to measure the stability of builds over Qme – and in comparison to one another • Number of defects found should decrease per build • Spike when builds contain many new features. • New features will result in higher bug counts, but over the course of the project, from build to build, the number of bugs found in each build should go down. • Need baseline. © 2015 XBOSoF, Inc.-‐ All Rights Reserved. Assumes that your test coverage, methods, and accuracy do not fluctuate.
- 78. #AgileMetrics @XBOSoft @philiplew Defects found/Module • Common Usage: Determination of Defect Density • Discovers which module/features functionality have the most bugs. • Benchmarking tool to determine test efficacy and productivity. – Used in conjunction with a measurement of how long each test (or test module) takes >> cost of testing. – How long it takes to find a defect (average and total) in each tested area. – Are you spending many hours testing an area that never yields bugs. – Make decisions - where to expend your test effort. © 2015 XBOSoF, Inc.-‐ All Rights Reserved.
- 79. #AgileMetrics @XBOSoft @philiplew Time BetweenDefects Found • Common Usage: Build Improvement • Used to determine whether a project is progressing as it should. • As a project gets closer to compleQon – Time that passes between defects found should become greater. – If no change, or if suddenly the Qme between bugs found gets shorter as a project nears its shipping date, cause for concern. • If the Qme between bugs found does not increase, then the project is not advancing quickly enough. – Creates the risk of shipping the product with a high number of known bugs and/or with many bugs that are not found before it goes live. – Or miss the ship date in order to make sure the bugs are fixed © 2015 XBOSoF, Inc.-‐ All Rights Reserved.
- 80. #AgileMetrics @XBOSoft @philiplew Priority DefectsFound/ • Common Usage: TesQng Efficacy in Specified Timeframe Used to ascertain if the test team is finding the high Severity and high Priority defects. • If the majority of bugs found are nit-‐picky low Priority issues, then either the release is low-‐risk, or QA is missing criQcal issues that will arise later. • Important to know which tests have been executed. – Are the tests that are being performed finding the issues that are important to the company? – Is the test team using its Qme and resources as effecQvely as possible? • Not every defect found will be of the highest priority. – Tests run should find issues that are deemed to be important to fix. – Otherwise effort is being wasted. © 2015 XBOSoF, Inc.-‐ All Rights Reserved.
- 81. #AgileMetrics @XBOSoft @philiplew Mean TimeBetween P1 Defects • Common Usage: Build Improvement / Shipping Readiness • As soFware/build progresses and nears shipping readiness, the average Qme between P1 (Priority = 1) defects should become greater. • Any P1 found will be a showstopper, so it becomes important that the product progress well enough for P1s to stop appearing. • When the mean Qme between P1s found stagnates or lessens, this should be a warning sign that your project is regressing. • This is one of the clearest quality assurance metrics that you can track. It can carry a great deal of weight and impact. Use it wisely. © 2015 XBOSoF, Inc.-‐ All Rights Reserved.
- 82. #AgileMetrics @XBOSoft @philiplew Time toperform tests • Common Usage: TesQng Efficiency • Measurement of your team’s tesQng efficiency is how long it takes to perform selected tests. • The first Qme a test (or set of tests) is executed, should be higher than during subsequent execuQons. • As your team becomes familiar with each test and learns the nuances, test Qme should decrease. • Some tests (automated or acQvity dependent) may not vary, but the setup and subsequent result capture should take less Qme. • Can idenQfy which tests can be run concurrently or in parallel to gain Qme efficiency. • Can use to esQmate tesQng future projects • Used in conjuncQon with bug density, will show you where you can best spend your Qme tesQng. © 2015 XBOSoF, Inc.-‐ All Rights Reserved.
- 83. #AgileMetrics @XBOSoft @philiplew Bugs foundper test • Common Usage: Test Efficacy / Bug Density • Evaluate whether your tests are targeted and thorough or not. • Assuming your tesQng does not fluctuate, this metric will show you if you are tesQng areas that are yielding bugs. • Knowing which tests yield how many bugs – both as a total number and as a percentage – allows you to evaluate your tesQng. • When measured in conjuncQon with a “Qme to perform tests” metric, you can quickly see if you are wasQng your tesQng effort or leveraging your team effecQvely. © 2015 XBOSoF, Inc.-‐ All Rights Reserved.
- 84. #AgileMetrics @XBOSoft @philiplew Defect RemovalEfficiency • Common Usage: TesQng Efficiency • DRE = E / ( E + D ) • Where E = No. of Errors found before delivery of the soFware and D = No. of Errors found aFer delivery of the soFware. • Ideal value of DRE should be 1 which means no defects found aFer delivery. • If you score low on DRE it means to say you need to re-‐look at your exisQng process. • DRE is a indicator of the filtering ability of quality control and quality assurance acQvity. • Encourages the team to find as many defects before they are passed to the next acQvity stage. © 2015 XBOSoF, Inc.-‐ All Rights Reserved.
- 85. #AgileMetrics @XBOSoft @philiplew Some UserOriented Metrics • Mean %me to failure metric : the average Qme the product runs before experiencing a crash – important for systems like air traffic control (failure could be subsQtuted or defined per your objecQve). Collected during help desk funcQon. • Customer problem metric : measure of problems customers have encountered with the product over the total usage of the product. – Accounts for mulQple instances of the product can be used at the same Qme, which effecQvely mulQplies the length of Qme the product has been in operaQon by the number of product licenses. Collected during help desk acQviQes. • Customer sa%sfac%on metric :survey asking customers to rate their saQsfacQon with the product and/or it’s features on a five-‐point scale, usually done in conjuncQon as part of a usability tesQng effort. © 2015 XBOSoF, Inc.-‐ All Rights Reserved.
- 86. #AgileMetrics @XBOSoft @philiplew QA/Development Process Metrics • Defect arrival pa@ern metric : combinaQon of the rate at which defects are reported and the growth of these rates through out the process being measured. • Backlog management index metric : measures the effecQveness of the process by comparing the number of problems that arrive to the number of fixes during a specified period. • Fix quality metric : measures the number of defecQve fixes compared to the number of successful fixes. A fix is defecQve when either it doesn’t repair the problem reported or it repairs the problem but introduces new defects into the product. • Fix response %me metric : the Qme between when a problem is reported and the Qme a fix is issued. © 2015 XBOSoF, Inc.-‐ All Rights Reserved.
- 87. #AgileMetrics @XBOSoft @philiplew More • TestCoverage = Number of units (KLOC/FP) tested / total size of the system • Number of tests per unit size = Number of test cases per KLOC/FP • Defects per size = Defects detected / system size • Cost to locate defect = Cost of testing / the number of defects located • Defects detected in testing = Defects detected in testing / total system defects • Defects detected in production = Defects detected in production/system size © 2015 XBOSoF, Inc.-‐ All Rights Reserved.
- 88. #AgileMetrics @XBOSoft @philiplew More andMore • Quality of Testing = No. of defects found during Testing/ (No. of defects found during testing + No of acceptance defects found after delivery) *100 • System complaints = Number of third party complaints / number of transactions processed • Test Planning Productivity = No of Test cases designed / Actual Effort for Design and Documentation • Test Execution Productivity = No of Test cycles executed / Actual Effort for testing • Test efficiency= (number of tests required / the number of system errors) © 2015 XBOSoF, Inc.-‐ All Rights Reserved.
- 89. #AgileMetrics @XBOSoft @philiplew More Moreand More • Using uninitialized or invalid memory • Null pointer dereferencing • Array and buffer overflows • Division by zero • Memory or resource leaks • Dead code • Code complexity (by module) © 2015 XBOSoF, Inc.-‐ All Rights Reserved.
- 90. #AgileMetrics @XBOSoft @philiplew Even More • Common metrics include: – Number of requirements to test - by function - by priority – Number of test cases - created - executed - passed - failed – Number of defects - by severity - by status Develop a Measurements and Metric Catalog © 2015 XBOSoF, Inc.-‐ All Rights Reserved.
- 91. #AgileMetrics @XBOSoft @philiplew Exercise Work in your groups and list out: • The metrics you currently use – What you use them for – Who wants them – How you evaluate them – What decisions they make based on them • The metrics you don’t currently use but think you should You may find some holes here. What are the common ingredients missing? © 2015 XBOSoF, Inc.-‐ All Rights Reserved.
- 92. #AgileMetrics @XBOSoft @philiplew INDICATORS, ANALYSIS, AND CONTEXT EvaluaQng and InterpreQng Metrics © 2015 XBOSoF, Inc.-‐ All Rights Reserved.
- 93. #AgileMetrics @XBOSoft @philiplew Don’t –Forget indicators • Metrics without indicators cannot be evaluated – You collect mounds of data but then what? – How do you determine what is ‘good’ or ‘bad’? – Need a way to evaluate the numbers you get with meaningful indicators that can be used as benchmarks as you/your process and organization matures © 2015 XBOSoF, Inc.-‐ All Rights Reserved.
- 94. #AgileMetrics @XBOSoft @philiplew Indicators • Indicators change numbers into meaning • What does 68% mean? © 2015 XBOSoF, Inc.-‐ All Rights Reserved.
- 95. #AgileMetrics @XBOSoft @philiplew Indicators • Need an elementary indicator to interpret the level of saQsfacQon met with decision criteria with acceptability ranges in a percentage scale: – 0-‐40 (unsaQsfactory –red) means changes must take place with high priority; – 40-‐70 (marginal –yellow) indicates a need for improvement acQons; – 70-‐100 indicates a saQsfactory level –green-‐ for the analyzed agribute. © 2015 XBOSoF, Inc.-‐ All Rights Reserved.
- 96. #AgileMetrics @XBOSoft @philiplew Beware ofCausality • The cause and effect relaQonship has three requirements: – cause precedes effect in Qme or by logic. – shown cause and effect relaQonship – direct constant relaQonship • When the relaQonship between variables can be graphed and a line of best fit can be found • Be careful of extreme and inaccurate data values. • When defining a casual relaQonship be sure to watch for misguided interpreted relaQonships. CASE 1 Z causes changes in X Z causes changes in Y X is perceived to cause changes in Y or vice versa and Z is overlooked CASE 2 X causes changes in Z Z causes changes in Y X is perceived to cause changes in Y and Z is overlooked © 2015 XBOSoF, Inc.-‐ All Rights Reserved.
- 97. #AgileMetrics @XBOSoft @philiplew Mistakes inCausality © 2015 XBOSoF, Inc.-‐ All Rights Reserved.
- 98. #AgileMetrics @XBOSoft @philiplew Look atTrends • Identifying trends over time – More – Less – Stable • Make informed decisions – Identify what is happening – Determine what you want to happen – Make adjustments © 2015 XBOSoF, Inc.-‐ All Rights Reserved.
- 99. #AgileMetrics @XBOSoft @philiplew Time andBeware of Absolutes • Don’t use absolute numbers to determine if a build is ready to ship. – If they have released a product for several years metrics can change over time. – What reasons can metrics change over time? – What particular elements of agile can cause metrics to change over time? © 2015 XBOSoF, Inc.-‐ All Rights Reserved.
- 100. #AgileMetrics @XBOSoft @philiplew Don’t –Forget about context • Metrics don’t have consistent context so they are unreliable – Context needs to be defined and then maintained for measurements to be meaningful. • Difficult in today’s environment with changing test platforms and other contextual factors. © 2015 XBOSoF, Inc.-‐ All Rights Reserved.
- 101. #AgileMetrics @XBOSoft @philiplew What contextualfactors could there be? • Release complexity • Development methodology • Software maturity • Development team maturity and expertise • Development team and QA integration • Resources available • User base All metrics need to be normalized for proper interpretation © 2015 XBOSoF, Inc.-‐ All Rights Reserved.
- 102. #AgileMetrics @XBOSoft @philiplew Exercise • Listout contextual factors in our organization that are needed to ensure proper interpretation of any metrics and measurements • List out any past mistakes your organization has made when using and interpreting metrics © 2015 XBOSoF, Inc.-‐ All Rights Reserved.
- 103. #AgileMetrics @XBOSoft @philiplew All thisis good But in reality…
- 104. #AgileMetrics @XBOSoft @philiplew Why WeMeasure? • Our bosses want us to… • They want someone to point fingers at • They need to report to their managers • They want some basis on which to evaluate us • We want to improve our work and improve software quality • How do you want to be evaluated? © 2015 XBOSoF, Inc.-‐ All Rights Reserved.
- 105. #AgileMetrics @XBOSoft @philiplew The MetricsConundrum • QA and Testing Language – Defects – Execution status – Test cases – Pass/fail rates – DRE… • Business Language – Cost effecQve – ROI – Cost of ownership – Cost of poor quality – ProducQvity – Calls to help desk – Customer saQsfacQon – Customer retenQon © 2015 XBOSoF, Inc.-‐ All Rights Reserved.
- 106. #AgileMetrics @XBOSoft @philiplew Metrics InThe Real World • What measurements do you take in your organization and why? • Who uses them and for what? • Measurement is pie. It takes 2-3 hours to make and 15 minutes to consume… • But… many metrics are never reviewed or analyzed (consumed) • WHY? © 2015 XBOSoF, Inc.-‐ All Rights Reserved.
- 107. #AgileMetrics @XBOSoft @philiplew The MetricConundrum (cont.) • Rarely have the right metrics to show or quantify value • Metric collection and reporting are a drag • QA metrics usually focus only on test execution • Test tools don’t have the metrics we want • Metrics are not connected to anything of value/meaningful for ________. © 2015 XBOSoF, Inc.-‐ All Rights Reserved.
- 108. #AgileMetrics @XBOSoft @philiplew Poll: Howmany of you started to collect metrics but then found it was too difficult or time consuming and quit? Never started: Started then quit: Still collecting and reporting: 13% 30% 57%
- 109. #AgileMetrics @XBOSoft @philiplew Module 4: Goals,Metrics and Frameworks
- 110. #AgileMetrics @XBOSoft @philiplew STAKEHOLDERS UNDERSTANDING THE CONSUMERSOF OUR METRICS Developing and reporQng metrics that mager © 2015 XBOSoF, Inc.-‐ All Rights Reserved.
- 111. #AgileMetrics @XBOSoft @philiplew Stakeholders • Whoare they? • What do they want to know and why? © 2015 XBOSoF, Inc.-‐ All Rights Reserved.
- 112. #AgileMetrics @XBOSoft @philiplew Possible Stakeholders Stakeholder Objec]ve CIO CEO VP Director -‐ Development Owner Auditor Partner ? © 2015 XBOSoF, Inc.-‐ All Rights Reserved.
- 113. #AgileMetrics @XBOSoft @philiplew Exercise • Listall potential stakeholders and what their objectives or goals are? © 2015 XBOSoF, Inc.-‐ All Rights Reserved.
- 114. #AgileMetrics @XBOSoft @philiplew GQM FRAMEWORK ConnecQng goals, objecQves to quesQons and answers (metrics) with frameworks © 2015 XBOSoF, Inc.-‐ All Rights Reserved.
- 115. #AgileMetrics @XBOSoft @philiplew Organizing OurThoughts • Putting metrics into a framework helps us to categorize and organize • Helps us to make sure we have all functions in our organization and process covered • Helps us to develop relationships between different elements in our process © 2015 XBOSoF, Inc.-‐ All Rights Reserved.
- 116. #AgileMetrics @XBOSoft @philiplew Measurement Frameworks • Many soFware metrics programs have failed because they had poorly defined, or even non-‐existent objecQves. • Basili developed a goal oriented approach (GQM) to measurement according to the following three stages: – Set goals specific to needs in terms of purpose, perspec%ve and environment. – Refine the goals into quanQfiable quesQons that are tractable. – Deduce the metrics and data to be collected (and the means for collecQng them) to answer the quesQons. © 2015 XBOSoF, Inc.-‐ All Rights Reserved.
- 117. #AgileMetrics @XBOSoft @philiplew GQM forSoftware Quality • Overall GOAL is to evaluate the quality of the soFware • To decide if the quality is ‘good’, several key QUESTIONs must be asked to understand how to meet the goal and determine quality • Once these quesQons are idenQfied, analyze each quesQon to determine what must be measured (and an associated METRIC determined) in order to answer the quesQon. • Generate those metrics that are related to the goal. • Several measurements may be needed to answer a single quesQon while a single measurement may apply to more than one quesQon. • GOAL provides the purpose for collec%ng the data, and the ques%ons tell you data needed to collect/calculate. © 2015 XBOSoF, Inc.-‐ All Rights Reserved.
- 118. #AgileMetrics @XBOSoft @philiplew Applying Basili’sGQM • Many soFware metrics programs have failed because they had poorly defined, or even non-‐existent objecQves. Goal QuesQon Metric © 2015 XBOSoF, Inc.-‐ All Rights Reserved.
- 119. #AgileMetrics @XBOSoft @philiplew Stakeholders andGQM Goal 1 Goal 2 Goal 3 QuesQon 1 QuesQon 2 QuesQon 3 QuesQon 4 QuesQon 5 Metric 1 Metric 2 Metric 3 Metric 4 Metric 5 Metric 6 Metric 7 QA Manager Dev Mgr CTO CEO © 2015 XBOSoF, Inc.-‐ All Rights Reserved.
- 120. #AgileMetrics @XBOSoft @philiplew GQM -Example • Goals – Reduce total cost of development – Reduce total cost of testing-effort – Reduce the number of new feature bugs • Questions – Which areas have the highest re-work rates? – Which functional areas have the most defects? – How long does it take to repair defects? – How complete are my requirements? – How much time do I spend testing? © 2015 XBOSoF, Inc.-‐ All Rights Reserved.
- 121. #AgileMetrics @XBOSoft @philiplew Exercise Stakeholder Workshop (15 minutes) 1. List out stakeholders 2. Brainstorm stakeholder questions (3-5 per stakeholder) 3. Determine answers and metrics to that question 4. Group your metrics into categories 5. List out sources of data/information 6. Present and discuss to the group © 2015 XBOSoF, Inc.-‐ All Rights Reserved.
- 122. #AgileMetrics @XBOSoft @philiplew Metric Q&AWorksheet Category Ques]on Metric Tool to Use Needed Customer SaQsfacQon Are we meeQng schedule? Schedule Variance Project Management Tool None SoFware TesQng Efficiency SoFware Quality What kinds of defects are most common? Usability Are end users ge~ng lost, understand our UI SoFware Test EffecQveness ? © 2015 XBOSoF, Inc.-‐ All Rights Reserved.
- 123. #AgileMetrics @XBOSoft @philiplew Possible Stakeholders Stakeholder Objec]ve Ques]on Answer CIO CEO VP – QA – Development Director -‐ Development Owner Auditor Test Lead Partner ? © 2015 XBOSoF, Inc.-‐ All Rights Reserved.
- 124. #AgileMetrics @XBOSoft @philiplew Agile ObjecQves Waterfall • Speed • Quality • Cost Agile • Speed • Quality • Cost © 2015 XBOSoF, Inc.-‐ All Rights Reserved. Where’s the beef?
- 125. #AgileMetrics @XBOSoft @philiplew RETURN TO BASICS Agile Manifesto © 2015 XBOSoF, Inc.-‐ All Rights Reserved.
- 126. #AgileMetrics @XBOSoft @philiplew Excerpts from the Agile Manifesto 1. Working soFware over comprehensive documentaQon 2. Our highest priority is to saQsfy the customer through early and conQnuous delivery of valuable soFware. 3. Deliver working soFware frequently, from a couple of weeks to a couple of months, with a preference to the shorter Qmescale. 4. Business people and developers must work together daily throughout the project. 5. Working soFware is the primary measure of progress. 6. Agile processes promote sustainable development. The sponsors, developers, and users should be able to maintain a constant pace indefinitely. 7. ConQnuous agenQon to technical excellence and good design enhances agility. © 2015 XBOSoF, Inc.-‐ All Rights Reserved.
- 127. #AgileMetrics @XBOSoft @philiplew Agile – Understanding Where We Came From? © 2015 XBOSoF, Inc.-‐ All Rights Reserved.
- 128. #AgileMetrics @XBOSoft @philiplew What We Can Agree On • Want to minimize mistakes and doing things over (rework) • Want to uQlize resources effecQvely • Want to predict when things could go wrong • Want to do what we say we will do, when we say -‐ Qmelines • Fix defects early – later is more expensive • ProducQon defects are bad news © 2015 XBOSoF, Inc.-‐ All Rights Reserved.
- 129. #AgileMetrics @XBOSoft @philiplew Agile – How Can We Improve? • Some say no metrics needed • Is velocity all you track? • What is sacrificed for velocity? • How can we know what and how we are doing or where to improve? • How do we know if we’re using resources effecQvely? • How do we know we are spending our effort/ Qme in the right place? © 2015 XBOSoF, Inc.-‐ All Rights Reserved.
- 130. #AgileMetrics @XBOSoft @philiplew What are the key characterisQcs of agile? Agile Characteris]c CollaboraQve Working SoFware Adapt to changing requirements ? © 2015 XBOSoF, Inc.-‐ All Rights Reserved.
- 131. #AgileMetrics @XBOSoft @philiplew What are the Goals of Agile? Speed Quality Customer-‐User Sa;sfac;on © 2015 XBOSoF, Inc.-‐ All Rights Reserved.
- 132. #AgileMetrics @XBOSoft @philiplew Poll • How do you get (end) customer-‐user feedback? – Surveys – Defect metrics in producQon – Server logging – Other © 2015 XBOSoF, Inc.-‐ All Rights Reserved.
- 133. #AgileMetrics @XBOSoft @philiplew Matching Agile CharacterisQcs and ObjecQves Agile Characteris]c Speed Quality Customer and End User Sa]sfac]on Other CollaboraQve x x Working SoFware x Adapt to changing requirements x x From the agile manifesto © 2015 XBOSoF, Inc.-‐ All Rights Reserved.
- 134. #AgileMetrics @XBOSoft @philiplew What QuesQons Tell Me If I’m Reaching Those ObjecQves? Speed Quality Owner ParQcipaQon Requirements Working Product Planned versus unplanned Schedule Technical debt © 2015 XBOSoF, Inc.-‐ All Rights Reserved.
- 135. #AgileMetrics @XBOSoft @philiplew What QuesQons Tell Me If I’m Reaching Those ObjecQves? Speed Requirements Did I get them in Qme? Do I understand them? Did we deliver working product? Schedule Am I on schedule? Can I be more producQve? How much wasted Qme? Rework? Unplanned versus planned Did I esQmate well? Did I finish what I said I would? Do I make mistakes that cause more (unplanned) work? © 2015 XBOSoF, Inc.-‐ All Rights Reserved.
- 136. #AgileMetrics @XBOSoft @philiplew What QuesQons Tell Me If I’m Reaching Those ObjecQves? Quality Product owner Did my end users find defects? Did product owner give feedback regularly? Are there less defects than before? Requirements Are my requirements delivered when needed? Did the delivered product match the requirement? Or reqt. wrong? Do engineers have trouble understanding the requirements? Technical Debt Is my soFware performance ge~ng worse and worse? Am I prepared if my lead engineer leaves? Do I mess things up when fixing things? © 2015 XBOSoF, Inc.-‐ All Rights Reserved.
- 137. #AgileMetrics @XBOSoft @philiplew METRICS THAT HELP US ANSWER THESE QUESTIONS! ARE YOU READY FOR THE COUNTDOWN? © 2015 XBOSoF, Inc.-‐ All Rights Reserved.
- 138. #AgileMetrics @XBOSoft @philiplew VELOCITY 10. © 2015 XBOSoF, Inc.-‐ All Rights Reserved. Am I on schedule? Did I estimate well?
- 139. #AgileMetrics @XBOSoft @philiplew Velocity • Tracking our velocity over Qme tells us our progress and capacity and helps us forecast based on our capabiliQes (now and in the future). • Measurement – Sum of all the approved esQmates of the stories • One point in Qme measurement has ligle meaning, so need to track over Qme or wrt another metric • Metric – Velocity (T)-‐(T-‐1)/Velocity (T) – Velocity (T)-‐(T-‐1)/TIME UNIT © 2015 XBOSoF, Inc.-‐ All Rights Reserved.
- 140. #AgileMetrics @XBOSoft @philiplew Velocity © 2015 XBOSoF, Inc.-‐ All Rights Reserved. -‐25% -‐20% -‐15% -‐10% -‐5% 0% 5% 10% 15% 20% 25% 30% 1 2 3 4 5 6 7 8 9 Velocity Variance
- 141. #AgileMetrics @XBOSoft @philiplew Burn Down – (Distance over Time) © 2015 XBOSoF, Inc.-‐ All Rights Reserved. What information and insights could we gather here?
- 142. #AgileMetrics @XBOSoft @philiplew DEFECT REMOVAL EFFECTIVENESS 9. © 2015 XBOSoF, Inc.-‐ All Rights Reserved. Did my end users find defects? Are there less defects than before?
- 143. #AgileMetrics @XBOSoft @philiplew Defect Removal EffecQveness • We don’t want the end user to find defects • Any defect found by the user influences quality • Metric – Defects found in producQon during (90 day) period post release (DFP)/DFP + Defects found Pre-‐release © 2015 XBOSoF, Inc.-‐ All Rights Reserved.
- 144. #AgileMetrics @XBOSoft @philiplew What Should Your Goal Be For DRE • EsQmated (by Capers Jones) that defect removal effecQveness differs by different levels of process capability maturity levels: – Level 1: 85% – Level 2: 89% – Level 3: 91% – Level 4: 93% – Level 5: 95% © 2015 XBOSoF, Inc.-‐ All Rights Reserved.
- 145. #AgileMetrics @XBOSoft @philiplew DRE DistribuQon © 2015 XBOSoF, Inc.-‐ All Rights Reserved. C A
- 146. #AgileMetrics @XBOSoft @philiplew ADDED WORK 8. © 2015 XBOSoF, Inc.-‐ All Rights Reserved. Am I on schedule? Am I overcommitting? Is my rate of work sustainable?
- 147. #AgileMetrics @XBOSoft @philiplew Added Work • This will help us see if we are making promises that maybe we should not – overcommi~ng and unsustainable. • Or Changes that cause stopping and starQng. • Measurement – Sum of work (new stories added) over and above the original plan. • Metric – New stories added/Original Stories Planned © 2015 XBOSoF, Inc.-‐ All Rights Reserved.
- 148. #AgileMetrics @XBOSoft @philiplew Piling On © 2015 XBOSoF, Inc.-‐ All Rights Reserved. 0 5 10 15 20 25 30 35 1 2 3 4 5 6 7 8 9 Revised Planned Original Plan
- 149. #AgileMetrics @XBOSoft @philiplew WORK CATEGORY ALLOCATION 7. © 2015 XBOSoF, Inc.-‐ All Rights Reserved. Am I allocating resources optimally? Do I have trouble understanding requirements?
- 150. #AgileMetrics @XBOSoft @philiplew Work Category AllocaQon • This will help us see where we are spending our Qme and adjust our prioriQes. • Measurement – Sum of work (for each category) Metric – Divide by total work to get % allocaQon • Categories could include: – Technical debt – refactor -‐ redo – Regression tesQng – New feature development – Research – Requirements review – Defect fixing – Other © 2015 XBOSoF, Inc.-‐ All Rights Reserved.
- 151. #AgileMetrics @XBOSoft @philiplew Is Effort in Alignment? © 2015 XBOSoF, Inc.-‐ All Rights Reserved. 0% 5% 10% 15% 20% 25% 30% Are we spending enough time showing our stakeholders what we’ve done? Are we fixing things too much or making lots of mistakes?
- 152. #AgileMetrics @XBOSoft @philiplew WORK SUSTAINABILITY 6. © 2015 XBOSoF, Inc.-‐ All Rights Reserved. Do I have the right people on my team? Did I estimate work well? Can I attain quality sustainably?
- 153. #AgileMetrics @XBOSoft @philiplew Work Sustainability • “Sustainable” -‐ We can’t sustain our effort if we are conQnuously pu~ng in overQme • OverQme is necessary, but needs to be managed and causes mistakes • Mistakes manifest themselves in many ways, such as technical debt or defects • OverQme oFen results from poor work esQmates and directly proporQonal to technical debt • Metric – Unplanned OverQme Work/Total Work © 2015 XBOSoF, Inc.-‐ All Rights Reserved.
- 154. #AgileMetrics @XBOSoft @philiplew Unplanned OverQme % © 2015 XBOSoF, Inc.-‐ All Rights Reserved. 0% 2% 4% 6% 8% 10% 12% 14% 16% 1 2 3 4 5 6 7 8 9 Sprint What caused this?
- 155. #AgileMetrics @XBOSoft @philiplew Unplanned OverQme and Defects © 2015 XBOSoF, Inc.-‐ All Rights Reserved. 0 1 2 3 4 5 6 7 1 2 3 4 5 6 7 Defects Found Unplanned OT
- 156. #AgileMetrics @XBOSoft @philiplew DEFECT REWORK RATE 5. © 2015 XBOSoF, Inc.-‐ All Rights Reserved. Is my technical debt accumulating? Am I wasting time?
- 157. #AgileMetrics @XBOSoft @philiplew Defect Rework Rate • We can’t get faster if we are always fixing things. • Depends on valid data whereby people are logging real hours to tasks they take on. • Metric -‐ Fix Effort RaQo : Time to fix defects/ Total effort expended (hours) © 2015 XBOSoF, Inc.-‐ All Rights Reserved.
- 158. #AgileMetrics @XBOSoft @philiplew Defect ReWork % © 2015 XBOSoF, Inc.-‐ All Rights Reserved. 0% 5% 10% 15% 20% 25% 30% 35% 1 2 3 4 5 6 7 8 9
- 159. #AgileMetrics @XBOSoft @philiplew Accumulated Debt © 2015 XBOSoF, Inc.-‐ All Rights Reserved. 0% 10% 20% 30% 40% 50% 60% 70% 80% 90% 100% 1 2 3 4 5 6 7 8 9 Defect Rework% Unfixed %
- 160. #AgileMetrics @XBOSoft @philiplew TOTAL UNEXPECTED WORK 4. © 2015 XBOSoF, Inc.-‐ All Rights Reserved. What is throwing me off schedule? Am I biting off too much?
- 161. #AgileMetrics @XBOSoft @philiplew Total Unexpected Work • Measurement – Sum of work done above the original esQmates for those stories in the plan. • Are we underesQmaQng difficulty? • Many reasons: – Incomplete user stories – Misunderstood user stories – Bigger and more complex than I thought? – Not enough Qme for research – Too hard… • Metric – (Total work done – Planned work)/ Planned work © 2015 XBOSoF, Inc.-‐ All Rights Reserved.
- 162. #AgileMetrics @XBOSoft @philiplew Are We EsQmaQng Well? © 2015 XBOSoF, Inc.-‐ All Rights Reserved. 0 10 20 30 40 50 60 1 2 3 4 5 6 7 8 9 Planned Unplanned Per Person/Week During the Sprint
- 163. #AgileMetrics @XBOSoft @philiplew What are we doing that is unplanned? © 2015 XBOSoF, Inc.-‐ All Rights Reserved. Research Requirements Coding TesQng Other 29% 9% 19% 23% 20%
- 164. #AgileMetrics @XBOSoft @philiplew DEFECTS IN PRODUCTION AVG. FIX TIME 3. © 2015 XBOSoF, Inc.-‐ All Rights Reserved. Are my customers/end users happy? Is the architecture prohibiting me?
- 165. #AgileMetrics @XBOSoft @philiplew Defect in ProducQon Avg. Fix Time • If defects make it to producQon, that’s bad ! • But what is worse if an important defect stays unfixed. • Defects that take a long Qme to fix represent either technical debt or poor process • Metric – Time to fix Defects (released to producQon-‐ usually P1 defects found) / Total P1 Defects (post producQon) © 2015 XBOSoF, Inc.-‐ All Rights Reserved.
- 166. #AgileMetrics @XBOSoft @philiplew Don’t Make Them Wait © 2015 XBOSoF, Inc.-‐ All Rights Reserved. 0 10 20 30 40 50 60 1 2 3 4 5 6 7 8 9 #P1 Defects Found Average Fix Time (Hrs) Hey, we’re improving! WooHoo! What could cause long times to fix defects?
- 167. #AgileMetrics @XBOSoft @philiplew DEFECT CATEGORIZATION ALLOCATION % 2. © 2015 XBOSoF, Inc.-‐ All Rights Reserved. Why are things breaking? Can I get faster?
- 168. #AgileMetrics @XBOSoft @philiplew Defect CategorizaQon AllocaQon • Reduce rework = Increase speed • Discover when defects are injected • Reduce and prevent defects from happening in the first place. • Drive down the Fix Effort RaQo leading to beger quality and resulQng in higher velocity. • Examine defect rates per category © 2015 XBOSoF, Inc.-‐ All Rights Reserved.
- 169. #AgileMetrics @XBOSoft @philiplew Defect Rework AllocaQon © 2015 XBOSoF, Inc.-‐ All Rights Reserved. Requirements Coding Environment TesQng 38% 29% 21% 13% What’s going on here?
- 170. #AgileMetrics @XBOSoft @philiplew Rework-‐Requirements Errors Requirements • Change in requirements • Don’t understand requirements • Incomplete requirement • Requirement does not exist • ? ‘oh, I meant this…’ © 2015 XBOSoF, Inc.-‐ All Rights Reserved.
- 171. #AgileMetrics @XBOSoft @philiplew Poll • What actual improvements have you seen from using Agile? – Accelerated release of product – Increase in producQvity – Reduced risk – Reduced cost – Simplified Dev and Test © 2015 XBOSoF, Inc.-‐ All Rights Reserved.
- 172. #AgileMetrics @XBOSoft @philiplew WORKING SOFTWARE DELIVERY RATE 1. © 2015 XBOSoF, Inc.-‐ All Rights Reserved. Am I delivering what I said I would? Am I getting feedback from the PO? Will I meet the release date?
- 173. #AgileMetrics @XBOSoft @philiplew Working SoFware Delivery Rate • Does the soFware work or not? • Working does not mean perfect • Working means can show in order to get feedback • Metric -‐ # story points delivered that ‘work’ / # story points that were to be shown to the PO but could not be shown to work – Many variaQons © 2015 XBOSoF, Inc.-‐ All Rights Reserved.
- 174. #AgileMetrics @XBOSoft @philiplew Am I Ge~ng Beger? © 2015 XBOSoF, Inc.-‐ All Rights Reserved. 0 5 10 15 20 25 1 2 3 4 5 6 7 8 9 Planning Working Visible Actual Working
- 175. #AgileMetrics @XBOSoft @philiplew Am I Delivering So I can Get Feedback? © 2015 XBOSoF, Inc.-‐ All Rights Reserved. 0% 20% 40% 60% 80% 100% 1 2 3 4 5 6 7 8 9 % Working
- 176. #AgileMetrics @XBOSoft @philiplew Be Do Have © 2015 XBOSoF, Inc.-‐ All Rights Reserved. Process • Iterative (sprints) • Daily standups • Face to face communication • Post mortem – end of sprint • Delivery meeting – end of sprint • Planning meeting – before sprint • Self organizing People • Communicative • Collaborative/Cooperative • Flexible and willing • Knowledgeable-multi • Initiative/responsible • Responsive/adaptive Results • Speed • Quality Agile Is a Way of Thinking “Be-‐Do-‐Have”
- 177. #AgileMetrics @XBOSoft @philiplew Take Aways • Mistakes people make in (agile) metrics and how to avoid them. • How to examine root causes of low velocity. • How to reduce rework. • How to analyze your agile process and determine meaningful metrics to present to management. • How to get to velocity AND quality, and what to measure. © 2015 XBOSoF, Inc.-‐ All Rights Reserved.
- 178. #AgileMetrics @XBOSoft @philiplew • What and why • Goals and objecQves Understand Ask yourself quesQons Evaluate Measure to answer those quesQons and take acQon Improve SUMMARY © 2015 XBOSoF, Inc.-‐ All Rights Reserved.
- 179. #AgileMetrics @XBOSoft @philiplew Post yourquestions on Twitter and I'll answer them @philiplew Join us to keep updated on all our webinars, reports and whitepapers: facebook.com/xbosoft +xbosoft linkedin.com/company/xbosoft We post regularly on our blog – check us out! http://xbosoft.com/software-quality-blog/ Why not download our free Whitepapers, available here: http://xbosoft.com/knowledge-center/ Thanks Agile Metrics White Paper