Clinical Decision Making Flashcards
How Kahnemans framing works, give the example:
Saying option A will kill 400 people and option B will save 200 people, people will choose option B even though the end result is the same
What is confirmatory bias
• The tendency to search for or interpret information in a way that confirms one’s preconceptions, often leading to errors
What is Sunk Cost Fallacy
- Rationally, the only factor affecting future action should be the future costs/benefit ratio
- BUT, humans do not always act rationally
- Often, the more we have invested in the past, the more we are prepared to invest in a problem in the future
What does this describe:
- Rationally, the only factor affecting future action should be the future costs/benefit ratio
- BUT, humans do not always act rationally
- Often, the more we have invested in the past, the more we are prepared to invest in a problem in the future
Sunk Cost Fallacy
What does this describe:
• The tendency to search for or interpret information in a way that confirms one’s preconceptions, often leading to errors
confirmatory bias
What is heuristics
any approach to problem-solving, learning or discovery that employs a practical method not guaranteed to be perfect, but sufficient for the immediate goals.
What does this describe:
any approach to problem-solving, learning or discovery that employs a practical method not guaranteed to be perfect, but sufficient for the immediate goals.
Heuristics
2 types of heuristics?
Availability and representative
What is availability heuristics
- Probabilities are estimated on the basis of how easily and/or vividly they can be called to mind
- In a study, the majority of participants stated that there are more words in the English language that begin with ‘K’ than words in which ‘K’ is the 3rd letter (this is wrong)
- People tend to heavily weigh their judgements toward more recent information
What is representative heuristics
- Subjective probability that a stimulus belongs to a particular class based on how ‘typical’ of that class it appears to be (regardless of base rate probability)
- Whilst often very useful in everyday life, it can also result in neglect of relevant base rates and other errors
- EXAMPLE: being offered melon because you’re Asian
What does this describe:
- Subjective probability that a stimulus belongs to a particular class based on how ‘typical’ of that class it appears to be (regardless of base rate probability)
- Whilst often very useful in everyday life, it can also result in neglect of relevant base rates and other errors
- EXAMPLE: being offered melon because you’re Asian
representative heuristics
What does this describe:
- Probabilities are estimated on the basis of how easily and/or vividly they can be called to mind
- In a study, the majority of participants stated that there are more words in the English language that begin with ‘K’ than words in which ‘K’ is the 3rd letter (this is wrong)
- People tend to heavily weigh their judgements toward more recent information
Availability Heuristic
4 strategies for improving clinical decision making?
- Recognise that heuristics and biases may be affecting our judgement even though we may not be conscious of them
- Counteract the effect of top-down information processing by generating alternative theories and looking for evidence to support them rather than just looking for evidence that confirms our preferred theory
- Understand and employ statistic principles (e.g. Bayes theorem)
- Use of algorithms and decision-support systems