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The Role Of Human Bias In Our Analys is And Decision- Making Accurac y 圖圖圖 圖圖圖 圖圖圖 圖圖圖

The Role Of Human Bias In Our Analysis And Decision-Making Accuracy 圖資三 張雅婷 圖資三 鄭文音

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Page 1: The Role Of Human Bias In Our Analysis And Decision-Making Accuracy 圖資三 張雅婷 圖資三 鄭文音

The Role Of Human

Bias In OurAnalys

is And Decision-

Making Accuracy

圖資三 張雅婷

圖資三 鄭文音

Page 2: The Role Of Human Bias In Our Analysis And Decision-Making Accuracy 圖資三 張雅婷 圖資三 鄭文音

Cognitive BiasBase rate fallacy, Choice-supportive bias Confirmation bias, Congruence bias Contrast effect, Denomination effect Distinction bias , Endowment effectExperimenter's or Expectation biasIllusion of control , Impact biasInformation bias, Irrational escalation

Page 3: The Role Of Human Bias In Our Analysis And Decision-Making Accuracy 圖資三 張雅婷 圖資三 鄭文音

Cognitive BiasBase rate fallacy, Choice-supportive bias Confirmation bias, Congruence bias Contrast effect, Denomination effect Distinction bias , Endowment effectExperimenter's or Expectation biasIllusion of control , Impact biasInformation bias, Irrational escalation

Groupthink

Blindspots

Page 4: The Role Of Human Bias In Our Analysis And Decision-Making Accuracy 圖資三 張雅婷 圖資三 鄭文音

Groupthink

Page 5: The Role Of Human Bias In Our Analysis And Decision-Making Accuracy 圖資三 張雅婷 圖資三 鄭文音

Cause of Groupthink

A desire to avoid being seen as foolish

A desire to avoid embarrassing or angering

A culture that mutes risk-taking

other members of the group

Page 6: The Role Of Human Bias In Our Analysis And Decision-Making Accuracy 圖資三 張雅婷 圖資三 鄭文音

Challenger

All member felt obligated to live up to the group “norms”

Any suggestion that would lead to a delay was rejected.

Employees conducted private conversation are underhigh stress and concerned about losing future

Page 7: The Role Of Human Bias In Our Analysis And Decision-Making Accuracy 圖資三 張雅婷 圖資三 鄭文音

Other tragic resultAttack on Pearl Harbor

Vietnam War

Korean War

Invasion of Iraq

“I’m not interested in groupthink!”

Page 8: The Role Of Human Bias In Our Analysis And Decision-Making Accuracy 圖資三 張雅婷 圖資三 鄭文音

Blindspots

Page 9: The Role Of Human Bias In Our Analysis And Decision-Making Accuracy 圖資三 張雅婷 圖資三 鄭文音

Types of Blindspots

Unchallenged assumptions

Corporate myths

Corporate taboos

Page 10: The Role Of Human Bias In Our Analysis And Decision-Making Accuracy 圖資三 張雅婷 圖資三 鄭文音

Top 3 Tech Howlers

The iPod will never take off.

There is no reason for any individualto have a computer in his home.

Nuclear-powered vacuum cleaners will probably be a reality within ten years. ?

Page 11: The Role Of Human Bias In Our Analysis And Decision-Making Accuracy 圖資三 張雅婷 圖資三 鄭文音

Top 3 Tech Howlers

The iPod will never take off.

There is no reason for any individualto have a computer in his home.

Nuclear-powered vacuum cleaners will probably be a reality within ten years.

Page 12: The Role Of Human Bias In Our Analysis And Decision-Making Accuracy 圖資三 張雅婷 圖資三 鄭文音

Ken Olsen

The CEO and founder of DEC

Have strong opinions about PC

Corporate myth

Page 13: The Role Of Human Bias In Our Analysis And Decision-Making Accuracy 圖資三 張雅婷 圖資三 鄭文音
Page 14: The Role Of Human Bias In Our Analysis And Decision-Making Accuracy 圖資三 張雅婷 圖資三 鄭文音

Call in external resources or outside experts to review your work

1.

Page 15: The Role Of Human Bias In Our Analysis And Decision-Making Accuracy 圖資三 張雅婷 圖資三 鄭文音

Have someone you trust review your work

2.

Page 16: The Role Of Human Bias In Our Analysis And Decision-Making Accuracy 圖資三 張雅婷 圖資三 鄭文音

3. Keep an open mind Question everything

Page 17: The Role Of Human Bias In Our Analysis And Decision-Making Accuracy 圖資三 張雅婷 圖資三 鄭文音

Think objectively byplacing yourself in the position of an outsider

4.

Page 18: The Role Of Human Bias In Our Analysis And Decision-Making Accuracy 圖資三 張雅婷 圖資三 鄭文音

5. Get in the habit ofquestioning all assumptions

Page 19: The Role Of Human Bias In Our Analysis And Decision-Making Accuracy 圖資三 張雅婷 圖資三 鄭文音

Play devil’s advocate if necessary.

6.

Page 20: The Role Of Human Bias In Our Analysis And Decision-Making Accuracy 圖資三 張雅婷 圖資三 鄭文音

Have two teams work on the same request7.

Page 21: The Role Of Human Bias In Our Analysis And Decision-Making Accuracy 圖資三 張雅婷 圖資三 鄭文音

Do not hold a personal attachment or assign over-important to your own recommendation

8.

Page 22: The Role Of Human Bias In Our Analysis And Decision-Making Accuracy 圖資三 張雅婷 圖資三 鄭文音

9. Rotate roles and responsibilities within your competitive intelligence team

Page 23: The Role Of Human Bias In Our Analysis And Decision-Making Accuracy 圖資三 張雅婷 圖資三 鄭文音

10.As a manager try and hold your opinions to yourself

Page 24: The Role Of Human Bias In Our Analysis And Decision-Making Accuracy 圖資三 張雅婷 圖資三 鄭文音

T.HANKS