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What is Good Evidence? May 2013 © 2013 Congruent Compliance LLC 1

What is good evidence - Let's Test 2013

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By marshaling credible and persuasive evidence, influential testers answer three basic questions: How good is the product? What testing did you do? Why is the testing any good? Feeble evidence and the behaviors associated with it are common testing maladies and threats to your ability to tell a compelling story. What are the qualities of strong evidence, and the anti-patterns and risks of weak evidence? Griffin Jones presents the different qualities and types of evidence. We review threats to the credibility and persuasiveness of your work, such as: The danger of false-negative results reported as “pass – as expected”, “Lullaby Language” as an anti-pattern of Lean’s Genchi Genbutsu (go-and-see), the danger of obsessing on efficiency and how it biases the observer. Finally, we show how over-scripted procedures can superficially conceal fatal evidentiary flaws. Be intentional and critical about the type and quality of your evidence. Leave with the skills to recognize and evaluate the dangers and risks, strengths and weaknesses of the evidence you use for your testing story.

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Page 1: What is good evidence  - Let's Test 2013

© 2013 Congruent Compliance LLC 1

What is Good Evidence?

May 2013

Page 2: What is good evidence  - Let's Test 2013

© 2013 Congruent Compliance LLC 2

Griffin JonesConsultantAgile / Testing / Regulatory

May 2013

This Presentation Covers …• Types of Evidence• Qualities of Evidence• Traps and Anti-Patterns

Why I Care, and Why You Should• Civil and Criminal Courts• Credible and Persuasive Story-of-Testing

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TYPES OF EVIDENCESources• FDA’s 21 CFR Part 11 – Electronic Records• FDA’s Good Manufacturing Practices• (Adjust for your context)

Records versus Testimony• Speaks for Itself • Cross-Examination

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QUALITIES …Clear• To Whom?

Objective• To What Degree?

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… QUALITIES …Authentic• Originals or Copies?• Resistant to Falsification?

Integrity• Protected from Damage / Deterioration?• Can not be Readily Repudiated?

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Readable• Human and Machine?

Changes• Do Not Obscure Previous Information?• Single line-out, initial, date, reason?

… QUALITIES …

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… QUALITIES …Attributable• Do we know the Specific Person?

Contemporary• Created At-The-Moment?• Are Not Recollections?

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… QUALITIES …Audit Trail• Is there a Chain-of-Custody?• Is there a Revision History?

Retrievable• Is this stored where I can Access it?

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… QUALITIES3rd Party Review / Reconstruction• Minimal Outside Assistance?• Reach the Same Results & Conclusions?

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TRAPS, THREATS AND ANTI-PATTERNS

Deficient Qualities • Leads to Feebleness

Feebleness• Leads to Unpersuasive Stories• Maybe a Systemic Risk smell?

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“PASS-AS EXPECTED”CHECKBOXES

Fear potential False-Positives• The danger of the Green-Bar• Falsification versus Confirmation

What you Intended to do• Not what you Actually Did

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© 2013 Congruent Compliance LLC 12May 2013

Shuts-down Conversation• Discourages feedback • Promotes Shallow Agreement • Lulls your mind into a False Sense of

SecurityStyled Ceremony and Ritual• To provoke a behavior, not inform a

decision

LULLABY LANGUAGE

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© 2013 Congruent Compliance LLC 13May 2013

… VERSUS LEAN’S GENCHI GENBUTU

“… It’s Lies! All Lies!”• Metrics and reports are just maps …• Get out of your office• Go observe where the work happens• Take your own measurements

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EFFICIENCY AND TIME PRESSURE

Biasing and Priming the Subject• Over-Scripting over-focuses attention• The “Moon-Walking Bear” problem• Target Lock-On

Unringing the Bell• The button story and pixel-drop out

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Recognize the Different Qualities• Clear, Objective, Authentic, Integrity,

Readable, Changes, Attributable, Contemporary, Audit Trail, Retrievable, Reconstructable

How is your evidence deficient?

SUMMARY … A

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Recognize the Traps• Pass-As-Expected• Lullaby Language• Moon-Walking BearGo Observe the Work

SUMMARY… B

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QUESTIONS AND STORIES

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Thank you for attending this session. Please fill out the evaluation form.

Griffin Jones

[email protected]

May 2013