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Making Changes to Avoid Repeat Errors: How Cognitive Psychology Can Help Us Eleanor W Davidson MD Sara H Lee MD

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Page 1: Making Changes to Avoid Repeat Errors: How Cognitive Psychology Can Help Us Eleanor W Davidson MD Sara H Lee MD

Making Changes to Avoid Repeat Errors:

How Cognitive Psychology Can Help Us

Eleanor W Davidson MDSara H Lee MD

Page 2: Making Changes to Avoid Repeat Errors: How Cognitive Psychology Can Help Us Eleanor W Davidson MD Sara H Lee MD

Our backgrounds

Sara Lee

Pediatrics, Adolescent Medicine

Faculty, Rainbow Babies and Children’s Hospital

Nell Davidson

Internal Medicine

Clinical Faculty, Department of Medicine

Page 3: Making Changes to Avoid Repeat Errors: How Cognitive Psychology Can Help Us Eleanor W Davidson MD Sara H Lee MD

The event that led to this presentation

18 year old first year student has flavored coffee & fruit at campus food outlet

Symptoms at emergency room included difficulty breathing, wheezing, facial swelling

History of anaphylaxis at age 12, “aviary pavilion”

Has epipen but not with her

Also an anxiety disorder

Page 4: Making Changes to Avoid Repeat Errors: How Cognitive Psychology Can Help Us Eleanor W Davidson MD Sara H Lee MD

No information on day of event (Monday)

Wed: nurse director receives phone call from mother of student.

President of university also receives complaint from mother.

President puts together a team to analyze what happened & respond

Page 5: Making Changes to Avoid Repeat Errors: How Cognitive Psychology Can Help Us Eleanor W Davidson MD Sara H Lee MD

Incident Report: Essential elements

1. Executive summary

2. Background

3. Initial analysis

4. Investigative procedures

5. Finding(s)

6. Recommendations

7. Staff member performing investigation

Page 6: Making Changes to Avoid Repeat Errors: How Cognitive Psychology Can Help Us Eleanor W Davidson MD Sara H Lee MD

Executive summary

Overview of the incident

Estimate risk level (high, medium, low)

Determine if risk has been contained

Once these steps have been completed,

you can continue with root cause

analysis of the event.

Page 7: Making Changes to Avoid Repeat Errors: How Cognitive Psychology Can Help Us Eleanor W Davidson MD Sara H Lee MD

Root cause analysis

An opportunity to involve your whole team in a Critical Safety Analysis process:

From “Failure Mode Effect Analysis” in the US Military

This also derives from a presentation by Edward J Dunn MD MPH and Craig Renner MPH (VA National Center for Patient Safety)

Page 8: Making Changes to Avoid Repeat Errors: How Cognitive Psychology Can Help Us Eleanor W Davidson MD Sara H Lee MD

Root cause analysis

• A tool in the systems approach to prevention• NOT punishment • Helps build a culture of safety• A process for identifying contributing causes• A process for identifying what can be done to

prevent recurrences• A process for measuring and tracking outcomes

Page 9: Making Changes to Avoid Repeat Errors: How Cognitive Psychology Can Help Us Eleanor W Davidson MD Sara H Lee MD

When is RCA done?

For any adverse event or close call.

For all JCAHO designated “sentinel events”

Page 10: Making Changes to Avoid Repeat Errors: How Cognitive Psychology Can Help Us Eleanor W Davidson MD Sara H Lee MD

Root cause analysis

What happened? (event or close call)

•What happened that day?

•What usually happens? (norms)

•What should have happened? (policies)

Page 11: Making Changes to Avoid Repeat Errors: How Cognitive Psychology Can Help Us Eleanor W Davidson MD Sara H Lee MD

Root cause analysis

Why did it happen?

What are we going to do to prevent it from happening again?

Actions, outcomes

How will we know that our actions improved patient safety?

Measures, tracking

Page 12: Making Changes to Avoid Repeat Errors: How Cognitive Psychology Can Help Us Eleanor W Davidson MD Sara H Lee MD

Similar to the foundations of current “best practice” CME:

1. Identify the “practice gap” (difference between current practice and idealized/achievable practice).

2. Identify what factors are at work, causing that gap.

3. Devise strategies to eliminate the practice gap

Page 13: Making Changes to Avoid Repeat Errors: How Cognitive Psychology Can Help Us Eleanor W Davidson MD Sara H Lee MD

Strategies

Strategies are:1. Actions we take to prevent the error from happening again.

2. Actions that include outcome measures so we can test their effectiveness.

“Hoping for the best” and “trying harder” are not strategies.

Page 14: Making Changes to Avoid Repeat Errors: How Cognitive Psychology Can Help Us Eleanor W Davidson MD Sara H Lee MD

Testing the action steps

1. Create action with measurable outcomes

2. Test in PDSA cycles

3. Evaluate whether change caused improvement (or simply change)

4. Create additional action steps to test

Page 15: Making Changes to Avoid Repeat Errors: How Cognitive Psychology Can Help Us Eleanor W Davidson MD Sara H Lee MD

PDSA Cycles

Page 16: Making Changes to Avoid Repeat Errors: How Cognitive Psychology Can Help Us Eleanor W Davidson MD Sara H Lee MD

Our initial analysis

What happened that day?

What usually happens?

What should have happened?

Page 17: Making Changes to Avoid Repeat Errors: How Cognitive Psychology Can Help Us Eleanor W Davidson MD Sara H Lee MD

Initial questions

Did clinicians not recognize anaphylaxis?

Did they recognize it but were hesitant to treat:

Unsure about dose of epinephrine?

Unsure about safety of epinephrine?

Unsure if beginning treatment meant you had to keep patient there?

Do pediatricians have different experience-base than internists?

How does that affect treatment choices?

Do we train clinicians well enough in “urgent care?”

Page 18: Making Changes to Avoid Repeat Errors: How Cognitive Psychology Can Help Us Eleanor W Davidson MD Sara H Lee MD

Anaphylaxis in Adolescents and Young Adults

Page 19: Making Changes to Avoid Repeat Errors: How Cognitive Psychology Can Help Us Eleanor W Davidson MD Sara H Lee MD

Anaphylaxis

Acute allergic reaction involving 2 or more organ systems or hypotension alone

“. . . potentially life-threatening event that requires vigilance on the part of the healthcare practitioner who needs to recognize the condition quickly and initiate early treatment” (Linton E, Watson D. Recognition, assessment and management of

anaphylaxis. Nurs Stand. 2010 Jul 21-27;24(46):35-9.)

Exaggerated response to an allergen

Page 20: Making Changes to Avoid Repeat Errors: How Cognitive Psychology Can Help Us Eleanor W Davidson MD Sara H Lee MD

What causes anaphylaxis?

3% of teenagers have food allergies (may be as high as 4-8%), and Number is increasing

Anaphylaxis may also be increasing – Pediatric ED visits for food-induced anaphylaxis doubled from 2001 to 2006 in one study

Usually triggered by food, insect stings, or medications

IgE mediated or other immunologic mechanisms

Page 21: Making Changes to Avoid Repeat Errors: How Cognitive Psychology Can Help Us Eleanor W Davidson MD Sara H Lee MD

How does anaphylaxis present?

• GeneralAnxiety, weakness, malaise

• DermatologicEye redness, lid swellingSwelling of tongue and lipsRash, itching, flushing

• CardiovascularTachycardia, hypotension

• RespiratoryWheezing, difficulty breathing,

throat constriction, stridor

• GastrointestinalNausea, vomiting, diarrhea,

abdominal cramps

• NeurologicHeadache, dizziness, confusion

Page 22: Making Changes to Avoid Repeat Errors: How Cognitive Psychology Can Help Us Eleanor W Davidson MD Sara H Lee MD

Clinical Criteria for Diagnosing Anaphylaxis

Adapted from Sampson HA, Munoz-Furlong A, Campbell RL, et al. Second symposium on the definition and management of anaphylaxis: summary report – Second National Institute of Allergy and Infectious Disease/Food Allergy and Anaphylaxis Network Symposium. Ann Emerg Med. 2006;47:373-80.

Page 23: Making Changes to Avoid Repeat Errors: How Cognitive Psychology Can Help Us Eleanor W Davidson MD Sara H Lee MD

Why does anaphylaxis get missed?

Anaphylaxis is under-recognized

Clinicians may miss anaphylaxis for a number of reasons

No exposure to typical offending agent

Varied and atypical features

No lab tests

Differential includes anxiety, vocal cord dysfunction, vasovagal reaction, panic attacks

Page 24: Making Changes to Avoid Repeat Errors: How Cognitive Psychology Can Help Us Eleanor W Davidson MD Sara H Lee MD

Is anaphylaxis in college students more likely to be missed?

Adolescents and young adults appear to be at increased risk for fatal food allergic reactions

Less parental oversight

Increased risk-taking

College students

Are unaware of the symptoms of anaphylaxis

Have low reported maintenance of any emergency medication

Do not tell close campus contacts, campus health services, or dining services

Willingly ingest self-identified food allergen (particularly those who have not experienced anaphylactic symptoms)

Page 25: Making Changes to Avoid Repeat Errors: How Cognitive Psychology Can Help Us Eleanor W Davidson MD Sara H Lee MD

Management of anaphylaxis

Assessment

Airway – speaking sentences, stridor, wheezing

Breathing – RR, work of breathing

Circulation – P, BP, cap refill

Disability – consciousness

Exposure – rashes

Page 26: Making Changes to Avoid Repeat Errors: How Cognitive Psychology Can Help Us Eleanor W Davidson MD Sara H Lee MD

Management of anaphylaxis

Administer IM epinephrine every 5 to 15 minutes until appropriate response is achieved using:

*Commercial autoinjector*

0.3 mg for patients who weigh more than 66 lb

0.15 mg for patients who weigh less than 66 lb

Or

Vial 0.01 mg per kg with a maximal dose 0.5 mg in adults

Call 911 or Rescue Squad

Page 27: Making Changes to Avoid Repeat Errors: How Cognitive Psychology Can Help Us Eleanor W Davidson MD Sara H Lee MD

www.immunize.org

Page 28: Making Changes to Avoid Repeat Errors: How Cognitive Psychology Can Help Us Eleanor W Davidson MD Sara H Lee MD

Epinephrine is essential

Alpha-1 adrenergic agonist vasoconstrictor effects prevent and relieve laryngeal edema, hypotension, and shock

Delayed epinephrine is associated with increased risk of fatal reaction

Page 29: Making Changes to Avoid Repeat Errors: How Cognitive Psychology Can Help Us Eleanor W Davidson MD Sara H Lee MD

Epinephrine is essential – but providers and patients do not use it

Epinephrine is used infrequently in emergency settings

Despite universal recommendations for the use of epinephrine in anaphylaxis, it is uncommonly used by patients and providers

Symptoms perceived as not severe enough

Perceived as dangerous

Page 30: Making Changes to Avoid Repeat Errors: How Cognitive Psychology Can Help Us Eleanor W Davidson MD Sara H Lee MD

Epinephrine effects

Expected:

Anxiety, headache, dizziness, palpitations, pallor, tremor

Rare:

Arrhythmias, myocardial infarction, pulmonary edema, intracranial hemorrhage

There are no absolute contraindications to epinephrine in anaphylaxis

Page 31: Making Changes to Avoid Repeat Errors: How Cognitive Psychology Can Help Us Eleanor W Davidson MD Sara H Lee MD

Perceptions of epinephrine safety – does it vary by specialty training?

Pediatricians need to use epinephrine for airway and breathing

Internists and Family Medicine physicians need to worry about the effect of epinephrine on the heart

Heart is a target organ during anaphylaxis

Risk of death from anaphylaxis outweighs other concerns

Page 32: Making Changes to Avoid Repeat Errors: How Cognitive Psychology Can Help Us Eleanor W Davidson MD Sara H Lee MD

Additional problems

How do clinicians conceptualize their job?

Whose responsibility is it to manage the unscheduled person who walks into your Health Service?

What happens at times when fewer staff are on duty or newer staff only? What are the predictable times when errors with occur?

Page 33: Making Changes to Avoid Repeat Errors: How Cognitive Psychology Can Help Us Eleanor W Davidson MD Sara H Lee MD

Do you have other thoughts?

Transportation?

Would patient education help?

Would parent education help?

I was still puzzled.

Page 34: Making Changes to Avoid Repeat Errors: How Cognitive Psychology Can Help Us Eleanor W Davidson MD Sara H Lee MD

Lessons from cognitive psychology

Cognitive psychology is the science that examines how people:

• reason • formulate judgments • make decisions

Donald Redelmeier MD

The cognitive psychology of missed diagnoses.

Annals of Intern Med 2005; 142: 115-120

Page 35: Making Changes to Avoid Repeat Errors: How Cognitive Psychology Can Help Us Eleanor W Davidson MD Sara H Lee MD

Why is it a science?

The term “science” implies that cognitive errors may be predictable in some situations—not the result of ignorance or the acts of a few bad performers.

Can we use this science to improve our practice?

- understand how errors are made

- take corrective action to avoid them

- become more aware of the errors we make all the time, based on incorrect assumptions

Page 36: Making Changes to Avoid Repeat Errors: How Cognitive Psychology Can Help Us Eleanor W Davidson MD Sara H Lee MD
Page 37: Making Changes to Avoid Repeat Errors: How Cognitive Psychology Can Help Us Eleanor W Davidson MD Sara H Lee MD

The Invisible Gorilla: How Our Intuitions Deceive Us (Christopher Chabris and Daniel Simons)

We all believe that we are capable of seeing what’s in front of us:

-accurately remembering important events from our past,

- understanding the limits of our knowledge,

- properly determining cause and effect.

But these intuitive beliefs are often mistaken ones that mask critically important limitations on our cognitive abilities.

Page 38: Making Changes to Avoid Repeat Errors: How Cognitive Psychology Can Help Us Eleanor W Davidson MD Sara H Lee MD

Examples

The nuclear submarine and the fishing boat

• what the captain thought he’d see when he looked;• we’re only aware of a small portion of our visual

world at any moment• we can look, but not see

Page 39: Making Changes to Avoid Repeat Errors: How Cognitive Psychology Can Help Us Eleanor W Davidson MD Sara H Lee MD

Ben Roethlisberger and the left turn:• Car drivers don’t see the motorcycle because

they’re not looking for them—motorcycles are unexpected (they assume they will notice, however)

• Raising awareness with signs won’t help, except for short periods of time (cf CME)

• Wearing conspicuous clothing? When something is unexpected, distinctiveness does not guarantee that we will notice it (won’t override our expectations)

Page 40: Making Changes to Avoid Repeat Errors: How Cognitive Psychology Can Help Us Eleanor W Davidson MD Sara H Lee MD

What might help?

Make it look more like something expected

Make the event less “unexpected” (annual reviews/drills)

(Bike riding is safer in cities where it is more common)

Page 41: Making Changes to Avoid Repeat Errors: How Cognitive Psychology Can Help Us Eleanor W Davidson MD Sara H Lee MD

Cell phones

“Most people believe that as long as their eyes are on the road and their hands are on the wheel, they will see and react appropriately to any contingency.”

But…”experimental and epidemiological studies show that the driving impairments caused by talking on a cell phone are comparable to the effects of driving while legally intoxicated.”

Page 42: Making Changes to Avoid Repeat Errors: How Cognitive Psychology Can Help Us Eleanor W Davidson MD Sara H Lee MD

The problem is not that that there are limits on attention; the problem is our mistaken beliefs about our attention.

“Even when we know how our beliefs and intuitions are flawed, they remain stubbornly resistant to change.”

Page 43: Making Changes to Avoid Repeat Errors: How Cognitive Psychology Can Help Us Eleanor W Davidson MD Sara H Lee MD

Not a problem with our eyes or hands.

A problem with “consuming a limited cognitive resource”

Page 44: Making Changes to Avoid Repeat Errors: How Cognitive Psychology Can Help Us Eleanor W Davidson MD Sara H Lee MD

What would it mean to behave as though our attention is not boundless?

What strategies do you employ to focus the attention of your staff at work?

Page 45: Making Changes to Avoid Repeat Errors: How Cognitive Psychology Can Help Us Eleanor W Davidson MD Sara H Lee MD

References

Arnold JJ, Williams PM. Anaphylaxis: recognition and management. Am Fam Physician. 2011 Nov 15;84(10):1111-8.

Centers for Disease Control and Prevention. Epidemiology and Prevention of Vaccine-Preventable Diseases. Atkinson W, Wolfe S,

Hamborsky, J, eds. 12th ed. Washington DC: Public Health Foundation, 2011.

Greenhawt MJ, Singer AM, Baptist AP. Food allergy and food allergy attitudes among college students. J Allergy Clin Immunol.

2009 Aug;124(2):323-7.

Keet C. Recognition and management of food-induced anaphylaxis. Pediatr Clin North Am. 2011 Apr;58(2):377-88.

Lack G. Clinical practice. Food allergy. N Engl J Med. 2008 Sep 18;359(12):1252-60.

Linton E, Watson D. Recognition, assessment and management of anaphylaxis. Nurs Stand. 2010 Jul 21-27;24(46):35-9.

Rudders SA, Banerji A, Vassallo MF, Clark S, Camargo CA Jr. Trends in pediatric emergency department visits for food-induced

anaphylaxis. J Allergy Clin Immunol. 2010 Aug;126(2):385-8.

Sampson MA, Muñoz-Furlong A, Sicherer SH. Risk-taking and coping strategies of adolescents and young adults with food allergy.

J Allergy Clin Immunol. 2006 Jun;117(6):1440-5.

Page 46: Making Changes to Avoid Repeat Errors: How Cognitive Psychology Can Help Us Eleanor W Davidson MD Sara H Lee MD

Additional Resources

Food Allergy and Anaphylaxis Network’s College Network (www.faancollegenetwork.org)

National Institute of Allergy and Infectious Disease (www.niaid.nih.gov)

www.theinvisiblegorilla.com

www.beingwrongbook.com