Chapter 1: Intro To Critical Chapter 2: Deductive Reasoning Chapter 3: Inductive Reasoning Chapter 4: Scienece
statement for claim
an assertion that something is or is not the case
sentence
can be used to express one or more statements
EX. "roses are red, violets are blue"
Argument
a group of statements in which some of them (the premises) are intended to support another of them (the conclusion)
conclusion
the statement which the speaker/author wants the audience to accept
premises
give reasons for the audience to accept the conclusion
explanation
A statement or statements intended to tell why or how something is the case.
EX. the titanic sank, because it hit an iceberg
premise indicator words
because, since, in view of the fact, given that, for the reason that, due to the fact that
conclusion indicator words
therefore, thus, so, consequently, it follows that, we can conclude that, ergo, hence
What is critical thinking?
reflective thinking involved in the evaluation of evidence relevant to a claim so that a well-reasoned conclusion can be drawn from evidence
what is the old mind?
1. unconscious, automatic, fast
2. doesn't require much effort
3. associative and pragmatic
4. related to individual differences in intelligence
what is the new mind?
1. highly correlated with language
2. high effort, slow, sequential
3. dependent on working memory
4. abstract and hypothetical
5. subject to intentional control
6. facilitates language
tribalism bias
- "us vs them"
- tend to think that members of the group they belong to are superior
EX. hockey teams
familiarity bias
tend to believe things that are frequently said
fluency bias
tendency to believe statements which are easy to understand and assimilate
EX. more likely to brush off someone with accent
optimism bias
tend to overestimate rate of success
Anchoring effect
tend to overemphasize the first piece of information we learn
collective action problems
obstacles to cooperation due to tribalism
Myside bias
tend to be highly biased in favour of our tribe
EX. favouring sport teams
Superiority bias
the tendency to overrate oneself
confirmation bias
a tendency to search for information that supports our preconceptions and to ignore or distort contradictory evidence
Detecting bias
belief that we are free bias
Dunning-Kruger effect
The tendency for unskilled individuals to overestimate their own ability and the tendency for experts to underestimate their own ability.
science
seeks to acquire knowledge and understanding
- is empirical
technology
uses knowledge to do things in the world and used to make products
- ----- pursues knowledge vs ------- makes things
ideologies
worldviews affirming how the world is or how it works
EX. religions, political views
scientism
view that science is the only reliable way of acquiring knowledge
What is the scientific method?
1. identify the problem or pose question
2. devise a hypothesis to explain
3. devise a test implication to explain
4. perform test
5. accept or reject hypothesis
replication
repeating a research study to ensure that the initial results were not caused by hidden mistakes
philosophy of science
concerned with the foundations, methods, and implications of science
scientific realism
the position that the goal of science is to bring our understanding of the nature world closer to the truth
scientific instrumentalism
The school of thought that says the goal of science is to put forward theories that are useful in helping us predict and control the world around us
casual claim
a statement about the case of something
what is a correlation
a relationship in which two things are frequently or constantly found together
confusing casualty
1. misidentifying relevant factors
2. mishandling multiple factors
3. being misled by coincidence
misidentifying relevant factors
Lack of background knowledge might lead you to dismiss or ignore relevant factors or to assume that irrelevant factors must play a role
mishandling multiple factors
Too many relevant factors
being misled by coincidence
ordinary events can be paired in unusual ways
Appeal to Ignorance
arguing that a lack of evidence proves something
Circular Reasoning/Begging the Question
involves repeating the claim as a way to provide evidence, resulting in no evidence at all
unwarranted assumptions
a claim that something is true, despite the fact there is no evidence or good reason to believe it
hasty generalization fallacy
occurs when we draw a general conclusion about an entire group based on an unrepresentative sample
types of nonscientific inductive reasoning
personal experience, anecdotal evidence, common sense beliefs, statements of authority
personal experience
can involve our direct, informal observations of the world and our ideas of how things work
impaired by:
1. impairment
2. expectation
3. memory
anecdotal evidence
- brief stories or examples often used to illustrate or support a claim
- help to understand concepts by giving "real world examples"
- often sample size of 1
common sense beliefs
- informal beliefs and theories about what the world is like and how it works
- can be biased by cultural and social influence
statements of authority
- learn by referring to claims by experts
- since we can't have expertise in all things, we rely on experts to help us unnderstand and explain things
types of scientific inductive arguments
1. enumerative induction
2. inductive generalization
enumerative induction
an inductive argument pattern in which we reason from premises about individual members of a group to conclusions about the group as a whole
EX. X percent/most/many of the observed members of group A have property P. Therefore, X percent or all members of group A probably have property P
inductive generalization
knowledge is gained from samples to form conclusions about the whole
1. statistical syllogism
2. analogical induction
statistical syllogism
generalization to a specific member of a group from information about the whole to a conclusion about an individual member
EX. 94% (proportion of the group with the characteristic) of professional basketball players (group the individual belongs to) are over 6' (characteristic being attributed).
Paul (individual being examined) plays for the raptors, so Paul is over 6'.
analogical induction
An argument making use of analogy, reasoning that because two or more things are similar in several respects, they must be similar in some further respect.
Target group
the whole collection of individuals under study
sample
A relatively small proportion of people who are chosen in a survey so as to be representative of the population/target group
relevant property/property in question
the property or characteristics that is of interest in the target group
Web of Belief
- beliefs at the centre are tightly held and hard to change
- the opposite applies to beliefs on the edge
How to evaluate enumerative induction?
1. individual being examined
2. group the individual is said to belong
3. characteristic being attributed
4. proportion of that group with the characteristic
How is a sample representative?
sample resembles the target group in all ways that matter, including
1. having all the same characteristics
2. having the characteristics in the same proportions as the target group
opinion polls
- an assessment of public opinion obtained by questioning a representative sample.
- sophisticated example of enumerative induction.
What is random sampling?
everyone in the population has an equal chance of being studied
What is the margin of error?
- the variation between the values derived from a sample and
- refers to the variation between the values derived from a sample and the true values of the whole target group
What is confidence level?
the probability that the sample will accurately represent the target group within the margin of error.
How do you evaluate in a logical induction?
1. relevant similarities
2. relevant dissimilarities
3. number of instances compared
4. truth of premises
relevant similarities
The more -----------------, the more probable the conclusion
relevant dissimilarities
The more ----------------------- there are between the things being compared, the less probable the conclusion
number of instances compared
larger sample strengthens the argument
modus tollens (denying the consequent)
If P then Q
Not Q
Therefore not P
disjunction
- "one or the other"
if p or q
not p.
therefore, q
denying the antecedent
- argument is not truth-preserving as the conclusion denies the premises
- the premises are true but the conclusion is false
If P then Q
Not P
Therefore, not Q
affirming the consequent
- just repeating shit
If P then Q
Q
Therefore P
what is the burden of proof (BOP)
- typically on side that makes positive claim
- refers to the weight/evidence/argument required by one side in a debate
positive claim
to say something is the case
negative claim
to say something is not the case
fallacy
a reasoning error, typically associated with deductive reasoning that leads to an invalid aaargument
what is deductive reasoning
intend to provide logically conclusive support for their conclusions
What is inductive reasoning?
intend to provide probable - not conclusive - support for their claims
What makes an argument valid?
- are "truth-preserving"
- if the premises is successful in providing logical reasoning that supports the conclusion
What makes an argument invalid?
if the premises fail providing logical reasoning that supports the conclusion
What makes an argument sound?
- a deductively valid argument with true premises
What makes an argument unsound?
when the argument is valid but the premises are false
What makes an argument strong?
- are not "truth-preserving"
- if the premises is successful in providing probable, but not conclusive - support for the conclusion
What makes an argument weak?
- if the premises is not successful in providing probable, but not conclusive - support for the conclusion
What makes an argument cogent?
strong inductive argument with true premises
What makes an argument not cogent?
strong inductive argument with false premises
Deduction indicator words
certainly,
definitely,
absolutely,
conclusively,
it logically follows that,
it is logical to conclude that,
this logically implies that,
this entails that
induction indicator words
probably,
likely,
it is plausible to suppose that,
it is reasonable to assume that,
one would expect that,
it is a good bet that,
chances are that,
odds are that
what are conditional arguments
- form of deductive reasoning
- includes conditional statements
- has 6 main patterns, 4 valid, 2 invalid
Valid Conditional Argument patterns
1. modus ponens (affirming the antecedent)
2. modus tollens (denying the consequent)
3. hypothetical syllogism
4. disjunction
invalid Conditional Argument patterns
1. denying the antecedent
2. affirming the consequent
modus ponens (affirming the antecedent)
If p, then q.
p.
Therefore, q.
(Valid)
hypothetical syllogism
if p then q
if q then r
therefore if p then r