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Bias in our Thinking - nzno.org.nz · 5 Tips to reduce your miss rate Tip 1 Symptoms above and below the diaphragm. 5 Tips to reduce your miss rate Tip 2 The “chest pain and….”

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Page 1: Bias in our Thinking - nzno.org.nz · 5 Tips to reduce your miss rate Tip 1 Symptoms above and below the diaphragm. 5 Tips to reduce your miss rate Tip 2 The “chest pain and….”
Page 2: Bias in our Thinking - nzno.org.nz · 5 Tips to reduce your miss rate Tip 1 Symptoms above and below the diaphragm. 5 Tips to reduce your miss rate Tip 2 The “chest pain and….”

Bias in our Thinking

JAN BONE

CONSULTANT EMERGENCY PHYSICIAN

CHRISTCHURCH HOSPITAL

Page 3: Bias in our Thinking - nzno.org.nz · 5 Tips to reduce your miss rate Tip 1 Symptoms above and below the diaphragm. 5 Tips to reduce your miss rate Tip 2 The “chest pain and….”

Diagnostic Failure Risk Factors

▪Fatigue

▪Sleep deprivation

▪Cognitive overload

Page 4: Bias in our Thinking - nzno.org.nz · 5 Tips to reduce your miss rate Tip 1 Symptoms above and below the diaphragm. 5 Tips to reduce your miss rate Tip 2 The “chest pain and….”

Case

Page 5: Bias in our Thinking - nzno.org.nz · 5 Tips to reduce your miss rate Tip 1 Symptoms above and below the diaphragm. 5 Tips to reduce your miss rate Tip 2 The “chest pain and….”

Thinking about Chest Pain

Page 6: Bias in our Thinking - nzno.org.nz · 5 Tips to reduce your miss rate Tip 1 Symptoms above and below the diaphragm. 5 Tips to reduce your miss rate Tip 2 The “chest pain and….”

Case

Male, 65

▪ Central chest pain

▪ Onset 0200

▪ Retrosternal

▪ No radiation

▪ Worse on deep inspiration

▪ No SOB/collapse/palpitations

Page 7: Bias in our Thinking - nzno.org.nz · 5 Tips to reduce your miss rate Tip 1 Symptoms above and below the diaphragm. 5 Tips to reduce your miss rate Tip 2 The “chest pain and….”

Investigations

Page 8: Bias in our Thinking - nzno.org.nz · 5 Tips to reduce your miss rate Tip 1 Symptoms above and below the diaphragm. 5 Tips to reduce your miss rate Tip 2 The “chest pain and….”

Investigations

▪ hsTNT - 9 ng/L -> 10 ng/L

▪ WBC 15.7

▪ Hb 152

Page 9: Bias in our Thinking - nzno.org.nz · 5 Tips to reduce your miss rate Tip 1 Symptoms above and below the diaphragm. 5 Tips to reduce your miss rate Tip 2 The “chest pain and….”

Clues

Page 10: Bias in our Thinking - nzno.org.nz · 5 Tips to reduce your miss rate Tip 1 Symptoms above and below the diaphragm. 5 Tips to reduce your miss rate Tip 2 The “chest pain and….”

CTA

Page 11: Bias in our Thinking - nzno.org.nz · 5 Tips to reduce your miss rate Tip 1 Symptoms above and below the diaphragm. 5 Tips to reduce your miss rate Tip 2 The “chest pain and….”
Page 12: Bias in our Thinking - nzno.org.nz · 5 Tips to reduce your miss rate Tip 1 Symptoms above and below the diaphragm. 5 Tips to reduce your miss rate Tip 2 The “chest pain and….”

Aortic Dissection

1. Uncommon -> 2-3/100,000/yr

(ACS = 400/100,000/yr)

2. Deadly - 1-2%/hr

Acute Type A mortality = 50% in the first 48 hours if not operated

90% 1 month mortality

3. Difficult to diagnose

it is ‘almost the standard of care to miss this diagnosis’

John Elefteriades (chief of CT surgery at Yale)

38% missed on initial evaluation

28% only diagnosed at autopsy

Page 13: Bias in our Thinking - nzno.org.nz · 5 Tips to reduce your miss rate Tip 1 Symptoms above and below the diaphragm. 5 Tips to reduce your miss rate Tip 2 The “chest pain and….”
Page 14: Bias in our Thinking - nzno.org.nz · 5 Tips to reduce your miss rate Tip 1 Symptoms above and below the diaphragm. 5 Tips to reduce your miss rate Tip 2 The “chest pain and….”

Why do we make diagnostic errors?

• Availability

• Anchoring

• Confirmation Bias

• Premature Closure

• Representiveness Restraint

Page 15: Bias in our Thinking - nzno.org.nz · 5 Tips to reduce your miss rate Tip 1 Symptoms above and below the diaphragm. 5 Tips to reduce your miss rate Tip 2 The “chest pain and….”

How do we make a diagnosis

Page 16: Bias in our Thinking - nzno.org.nz · 5 Tips to reduce your miss rate Tip 1 Symptoms above and below the diaphragm. 5 Tips to reduce your miss rate Tip 2 The “chest pain and….”

How do we make a diagnosis

Page 17: Bias in our Thinking - nzno.org.nz · 5 Tips to reduce your miss rate Tip 1 Symptoms above and below the diaphragm. 5 Tips to reduce your miss rate Tip 2 The “chest pain and….”

How does aortic dissection present?

“Classical” Presentation is Atypical

Page 18: Bias in our Thinking - nzno.org.nz · 5 Tips to reduce your miss rate Tip 1 Symptoms above and below the diaphragm. 5 Tips to reduce your miss rate Tip 2 The “chest pain and….”

5 Tips to reduce your miss rate

Tip 1

Symptoms above and below the diaphragm

Page 19: Bias in our Thinking - nzno.org.nz · 5 Tips to reduce your miss rate Tip 1 Symptoms above and below the diaphragm. 5 Tips to reduce your miss rate Tip 2 The “chest pain and….”

5 Tips to reduce your miss rate

Tip 2

The “chest pain and….” syndrome

Page 20: Bias in our Thinking - nzno.org.nz · 5 Tips to reduce your miss rate Tip 1 Symptoms above and below the diaphragm. 5 Tips to reduce your miss rate Tip 2 The “chest pain and….”

5 Tips to reduce your miss rate

Tip 3

Acute, Severe, Unexplained chest pain

Page 21: Bias in our Thinking - nzno.org.nz · 5 Tips to reduce your miss rate Tip 1 Symptoms above and below the diaphragm. 5 Tips to reduce your miss rate Tip 2 The “chest pain and….”

5 Tips to reduce your miss rate

Tip 4

Young Abdominal Pain

+

Hypertension

Page 22: Bias in our Thinking - nzno.org.nz · 5 Tips to reduce your miss rate Tip 1 Symptoms above and below the diaphragm. 5 Tips to reduce your miss rate Tip 2 The “chest pain and….”

5 Tips to reduce your miss rate

Tip 5

The patient who “looks bad”

Page 23: Bias in our Thinking - nzno.org.nz · 5 Tips to reduce your miss rate Tip 1 Symptoms above and below the diaphragm. 5 Tips to reduce your miss rate Tip 2 The “chest pain and….”

D-dimer

▪ 220 patients with initial suspicion of having acute aortic dissection

▪ Sensitivity 96.6% (95% CI, 90.3 to 99.3)

▪ Specificity was 46.6% (95% CI, 37.9 to 55.5)

Page 24: Bias in our Thinking - nzno.org.nz · 5 Tips to reduce your miss rate Tip 1 Symptoms above and below the diaphragm. 5 Tips to reduce your miss rate Tip 2 The “chest pain and….”

Bedside USS

Image: http://echocardiographer.org/TTE.html

Page 25: Bias in our Thinking - nzno.org.nz · 5 Tips to reduce your miss rate Tip 1 Symptoms above and below the diaphragm. 5 Tips to reduce your miss rate Tip 2 The “chest pain and….”

Case resolution

▪ Rx:

▪ Fentanyl/Morphine

▪ Labetalol

▪ Transferred to Wellington

▪ Surgery same day

▪ Discharged 5 days post-op

Page 26: Bias in our Thinking - nzno.org.nz · 5 Tips to reduce your miss rate Tip 1 Symptoms above and below the diaphragm. 5 Tips to reduce your miss rate Tip 2 The “chest pain and….”

Summary

1. Chest pain = Aortic dissection

2. Don’t CT every chest pain patient!

3. Be aware of your cognitive biases and develop strategies to check them

4. Have insight into your thinking

▪ Chest pain = ?aortic dissection

▪ Collapse = ?aortic dissection

▪ Back pain = ?aortic dissection

▪ Symptoms above and below diaphragm = ?aortic dissection

Page 27: Bias in our Thinking - nzno.org.nz · 5 Tips to reduce your miss rate Tip 1 Symptoms above and below the diaphragm. 5 Tips to reduce your miss rate Tip 2 The “chest pain and….”

Diagnostic Processing

Page 28: Bias in our Thinking - nzno.org.nz · 5 Tips to reduce your miss rate Tip 1 Symptoms above and below the diaphragm. 5 Tips to reduce your miss rate Tip 2 The “chest pain and….”

How do we make a diagnosis

Page 29: Bias in our Thinking - nzno.org.nz · 5 Tips to reduce your miss rate Tip 1 Symptoms above and below the diaphragm. 5 Tips to reduce your miss rate Tip 2 The “chest pain and….”

Debiasing

Page 30: Bias in our Thinking - nzno.org.nz · 5 Tips to reduce your miss rate Tip 1 Symptoms above and below the diaphragm. 5 Tips to reduce your miss rate Tip 2 The “chest pain and….”

Successful Steps in Cognitive Debiasing

Page 31: Bias in our Thinking - nzno.org.nz · 5 Tips to reduce your miss rate Tip 1 Symptoms above and below the diaphragm. 5 Tips to reduce your miss rate Tip 2 The “chest pain and….”

Case 1

Page 32: Bias in our Thinking - nzno.org.nz · 5 Tips to reduce your miss rate Tip 1 Symptoms above and below the diaphragm. 5 Tips to reduce your miss rate Tip 2 The “chest pain and….”

Case 1

▪ 55 yr old male

▪ Constipation

Page 33: Bias in our Thinking - nzno.org.nz · 5 Tips to reduce your miss rate Tip 1 Symptoms above and below the diaphragm. 5 Tips to reduce your miss rate Tip 2 The “chest pain and….”

Case 2

Page 34: Bias in our Thinking - nzno.org.nz · 5 Tips to reduce your miss rate Tip 1 Symptoms above and below the diaphragm. 5 Tips to reduce your miss rate Tip 2 The “chest pain and….”

Case 2

▪ 19 yr old female

▪ Depression

▪ Anxiety

Page 35: Bias in our Thinking - nzno.org.nz · 5 Tips to reduce your miss rate Tip 1 Symptoms above and below the diaphragm. 5 Tips to reduce your miss rate Tip 2 The “chest pain and….”

Quality of Decision Making Influenced by

▪ Ambient conditions

▪ Individual factors

Page 36: Bias in our Thinking - nzno.org.nz · 5 Tips to reduce your miss rate Tip 1 Symptoms above and below the diaphragm. 5 Tips to reduce your miss rate Tip 2 The “chest pain and….”

High Risk for Bias Situations

Page 37: Bias in our Thinking - nzno.org.nz · 5 Tips to reduce your miss rate Tip 1 Symptoms above and below the diaphragm. 5 Tips to reduce your miss rate Tip 2 The “chest pain and….”

Other Cases

Page 38: Bias in our Thinking - nzno.org.nz · 5 Tips to reduce your miss rate Tip 1 Symptoms above and below the diaphragm. 5 Tips to reduce your miss rate Tip 2 The “chest pain and….”

Case 3

Page 39: Bias in our Thinking - nzno.org.nz · 5 Tips to reduce your miss rate Tip 1 Symptoms above and below the diaphragm. 5 Tips to reduce your miss rate Tip 2 The “chest pain and….”

▪ 23 yr old male

▪ Odd behaviour

▪ Never really fit in

Page 40: Bias in our Thinking - nzno.org.nz · 5 Tips to reduce your miss rate Tip 1 Symptoms above and below the diaphragm. 5 Tips to reduce your miss rate Tip 2 The “chest pain and….”
Page 41: Bias in our Thinking - nzno.org.nz · 5 Tips to reduce your miss rate Tip 1 Symptoms above and below the diaphragm. 5 Tips to reduce your miss rate Tip 2 The “chest pain and….”

Case 4

Page 42: Bias in our Thinking - nzno.org.nz · 5 Tips to reduce your miss rate Tip 1 Symptoms above and below the diaphragm. 5 Tips to reduce your miss rate Tip 2 The “chest pain and….”
Page 43: Bias in our Thinking - nzno.org.nz · 5 Tips to reduce your miss rate Tip 1 Symptoms above and below the diaphragm. 5 Tips to reduce your miss rate Tip 2 The “chest pain and….”

Case 5

Page 44: Bias in our Thinking - nzno.org.nz · 5 Tips to reduce your miss rate Tip 1 Symptoms above and below the diaphragm. 5 Tips to reduce your miss rate Tip 2 The “chest pain and….”
Page 45: Bias in our Thinking - nzno.org.nz · 5 Tips to reduce your miss rate Tip 1 Symptoms above and below the diaphragm. 5 Tips to reduce your miss rate Tip 2 The “chest pain and….”
Page 46: Bias in our Thinking - nzno.org.nz · 5 Tips to reduce your miss rate Tip 1 Symptoms above and below the diaphragm. 5 Tips to reduce your miss rate Tip 2 The “chest pain and….”
Page 47: Bias in our Thinking - nzno.org.nz · 5 Tips to reduce your miss rate Tip 1 Symptoms above and below the diaphragm. 5 Tips to reduce your miss rate Tip 2 The “chest pain and….”

Case 6

Page 48: Bias in our Thinking - nzno.org.nz · 5 Tips to reduce your miss rate Tip 1 Symptoms above and below the diaphragm. 5 Tips to reduce your miss rate Tip 2 The “chest pain and….”
Page 49: Bias in our Thinking - nzno.org.nz · 5 Tips to reduce your miss rate Tip 1 Symptoms above and below the diaphragm. 5 Tips to reduce your miss rate Tip 2 The “chest pain and….”
Page 50: Bias in our Thinking - nzno.org.nz · 5 Tips to reduce your miss rate Tip 1 Symptoms above and below the diaphragm. 5 Tips to reduce your miss rate Tip 2 The “chest pain and….”

Case 7

Page 51: Bias in our Thinking - nzno.org.nz · 5 Tips to reduce your miss rate Tip 1 Symptoms above and below the diaphragm. 5 Tips to reduce your miss rate Tip 2 The “chest pain and….”
Page 52: Bias in our Thinking - nzno.org.nz · 5 Tips to reduce your miss rate Tip 1 Symptoms above and below the diaphragm. 5 Tips to reduce your miss rate Tip 2 The “chest pain and….”

Summary

▪ Bias is common

▪ Types of processing

▪ Type 1 / Fast

▪ Type 2 / Slow

▪ High risk bias situations

▪ Debiasing techniques

Page 53: Bias in our Thinking - nzno.org.nz · 5 Tips to reduce your miss rate Tip 1 Symptoms above and below the diaphragm. 5 Tips to reduce your miss rate Tip 2 The “chest pain and….”

Case 8

Page 54: Bias in our Thinking - nzno.org.nz · 5 Tips to reduce your miss rate Tip 1 Symptoms above and below the diaphragm. 5 Tips to reduce your miss rate Tip 2 The “chest pain and….”
Page 55: Bias in our Thinking - nzno.org.nz · 5 Tips to reduce your miss rate Tip 1 Symptoms above and below the diaphragm. 5 Tips to reduce your miss rate Tip 2 The “chest pain and….”
Page 56: Bias in our Thinking - nzno.org.nz · 5 Tips to reduce your miss rate Tip 1 Symptoms above and below the diaphragm. 5 Tips to reduce your miss rate Tip 2 The “chest pain and….”
Page 57: Bias in our Thinking - nzno.org.nz · 5 Tips to reduce your miss rate Tip 1 Symptoms above and below the diaphragm. 5 Tips to reduce your miss rate Tip 2 The “chest pain and….”
Page 58: Bias in our Thinking - nzno.org.nz · 5 Tips to reduce your miss rate Tip 1 Symptoms above and below the diaphragm. 5 Tips to reduce your miss rate Tip 2 The “chest pain and….”
Page 59: Bias in our Thinking - nzno.org.nz · 5 Tips to reduce your miss rate Tip 1 Symptoms above and below the diaphragm. 5 Tips to reduce your miss rate Tip 2 The “chest pain and….”