what is a worldview
set of beliefs about the world or part of it
not static -- can make inferences, adding to model
not passive – applied to irl
what is critical thinking as a reasoning process
developing a better worldview and using it
what is critical thinking as an academic discipline
new hybrid subject that studies human judgment with an eye to improving it.
what is a sentence
grammatical string of words in a language
what is a statement
either true or false
what is a simple statement
statement that does not contain any other statement as part or component;
‘sue is rich’
what is a compound statement
does contain one or more statement as components;
negation, unary
what is a question
request for info
what is an interrogative sentence
ends in a question, rhetorical Q’s to make a statement
what is a direct answer
statement that completely answers the question but gives no more info than is needed
who’s the president? Joe Biden
what is a corrective answer
statement that denies one or more presupposition; negation
‘have you stopped cheating on your wife?’ —> I’m not married
what is a presupposition to a question
questions often but not always presuppose
any statement that has to be true if that question is to have any true direct answer
what is a loaded question
false or debatable presupposition
why do you Dems want to eliminate the military
what is an argument
a set of one or more statements called premises taken as potential evidence for another statement called conclusion
your claim with reasons, evidence, or justification
deductive validity
argument is VALID if and only if
is completely mathematically impossible for all the premises to be true while the conclusion is false
inductive strength.
argument is STRONG if and only if
it is not impossible but it is unlikely that all the premises would be true while the conclusion is false
fallacy
argument that is neither valid nor strong
sound
valid + true premises
ambiguous
has more than one meaning
lexical ambiguity
ambiguity due to ambiguity of a word in a sentence
police discover crack in in Australia —> “crack” = fissure; coke
grammatical ambiguity
ambiguous to bad grammar
tuna biting off coast of San Clemente —> tuna biting off fishermen hooks off cost
erotetic concept
related to the concept of questions
indirectly relevant
if it is evidence for a responsive answer
can dogs really dance? ‘Fefe the poodle is a member of a ballet troupe”
conditional
if a first component is true, then a second one will be true too
amphiboly
grammatical ambiguity; ambiguous to bad grammar
composition
arguing that what is true of a part must be true of the whole
using a general term distributively in the premises and collectively in the conclusion
division
what is true of the whole must be true of the parts
using a general term collectively in the premises and distributively in the conclusion
Ignoring the Issue
you (unemotionally and responsively) talk about something different
directly relevant
statement is responsive answer:
direct, corrective, an admission of ignorance, or an explanation of why the question is impertinent
What are the three key elements of the theory of cognitive dissonance?
People are aware of cognitive inconsistencies in themselves and others
Awareness of inconsistencies causes an unpleasant psychological feeling, “dissonance
To relieve dissonance, people employ 2 strategies, one more logical, one less
What are the two strategies people employ to relieve or lessen cognitive dissonance? Give some examples of each.
decrease # of inconsistent cognitions — more logical
drop beliefs from world view
change behavior
increase # of conscious cognitions — less logical, more common
find confirming info
avoid new info
forget dissonant info (drugs…)
convert other people
rationalize
Identify the 5 factors or criteria for assessing the reliability of observation
the better the physical conditions the more accurate the observation
the better the sensory acuity of the observer, the more accurate the observation
the more normal the perceptual situation the more likely the observation is accurate
the more adequate the cultural and educational background the more reliable the observation
the more adequate my vocab the more reliable the report
How good the physical conditions; how good the sensory acuity; how normal the perceptual situation; how adequate the cultural and education backgound; and how adequate the vocabulary.
Identify the 7 factors or criteria for assessing the reliability of memory?
the more recent the event, the more reliable
the more consistent the memory the more reliable
the more plausible the event remembered, the more reliable
the more continuous the memory the more reliable
the less suggestible the person, the more reliable
the less the prompting the more reliable
the more the corroboration, the more reliable (other evidence)
Identify the 5 factors or criteria for evaluating eyewitness testimony
Rule 1: The greater the personal credibility of the witness, the more credible the testimony.
Rule 2: The more well positioned the witness, the more credible the industry.
Rule 3: The more consistent the testimony, the more credible the witness.
Rule 4: The more plausible the testimony, the more credible the witness.
Rule 5: The more corroborated the testimony, the more credible the witness. Corroboration includes:
1. supporting testimony
2. physical evidence
3. written documents
4. video and audio tapes
What is the difference between an epistemic authority (i.e., an expert) and a deontic authority
epistemic = expert = authority because of the knowledge he/she possesses.
deontic = authority based on power
Identify the 10 factors for evaluating expert testimony
Rule 1: The better identified the authority, the more credible the testimony.
Rule 2: The more well qualified the authority, the more credible the testimony.
Terminal degree – i.e. the more published papers a researcher has, the more credible
Rule 3: The more personally credible the authority, the more credible the testimony.
Look for evidence of financial bias (bribery, incentives…)
Rule 4: The more the expert’s testimony in within his/her area of expertise, the credible the testimony. Beware of the “halo effect.”
Positive association – i.e. just bc you respect ur pe teacher doesn’t mean they have good opinions on politics
Rule 5: The more current the authority, the more credible the testimony.
Rule 6: The more the authority bases his/her opinion on evidence open to the inspection by other experts.
Ex) getting second opinion in medicine
Rule 7: The expert's testimony should be based upon theories & methods generally accepted in the field.
1. Frye Rule – no judge can allow into a trial expert testimony unless it’s already been widely accepted
2. Peter Huber, Galileo's Revenge: Junk Science in Courtroom —> led to junk pseudoscience
Rule 8: If quoted, the authority should be quoted in full, and not distorted.
Rule 9: The larger the number of expert opinions, the better.
Yaniv points out that more experts can cancel out biases, with 3-6 being optimal in this regard.
Now, there is a law of diminishing returns here: more than 6 or so doesn’t result in much greater accuracy--because experts in a domain all typically share common domain of training.
Rule 10: The more varied the experts, the better.
Identify the 4 criteria for judging a generalization
Rule 1: The larger the sample, the more representative it is, so the better the inference
Rule 2: The more the sample matches pop in ALL relevant respects, the stronger the inference
Rule 3: The more randomized the sample, the more representative it is, so the stronger the inference
Rule 4: The greater the margin of error stated in the conclusion, the stronger the inference, but the less informative the conclusion
What does it mean for a property to be relevant to a generalization
A property R is relevant to a generalization = individs with R are either more likely or less likely than avg for that population to have the projected property
Ex) wealth is relevant to voting behavior i.e. rich = repub
Define “sample”
the cases we observe
Define “population.”
the whole group
Define “projected property.”
projecting the property P from the sample to the population
What does it mean for a sample to be stratified (or matched to the general population)?
if it shares in the same percentages all properties relevant to the project property with the population.
What does it mean for a sample to be randomly selected?
when every individ in every population has a precisely equal chance of being in the sample
What is a time-lapse sample
do sampling at exactly the same way at set times
What is exclusion bias
tends to include some group less in the sample than that group’s percentage in the overall population would indicate
What is self-selection bias
people select themselves to be in the sample
What is push-polling
fake polling; propaganda pretending to conduct a poll and asking loaded questions
What does it mean to say that laws are defeasible
the law can be nullified by exceptional circumstances
What are the three rules for judging an instantiation
person can take a property that correctly describes most members of a group, that is, rightly describes the typical members of the group, and projects that property onto an atypical or unrepresentative case
person can misapply a rule by applying it in a way it was not meant to apply
person can attempt to refute or disprove a rule by deliberately misapplying it to an atypical case
What is the key factor or criterion for assessing the application of a general rule to a new case (i.e., inductive instantiation)
that the case be typical
What are the 4 uses of analogy
Descriptive use.
Definitional use.
Heuristic use. – rules for discovery
Using an analogy to guide research
Argumentative use – use an analogy to drive reasoning
Analogical statement is the key premise
Identify the 5 factors or criteria for assessing analogical arguments
Rule 1: All things being equal, the more numerous the analogs, the stronger the inference.
Rule 2: All things being equal, the more the relevant similarities that hold between subject & analogs, stronger the inference.
Rule 3: MOST IMPORTANT: All things being equal, the more the relevant differences the weaker the argument.
Rule 4: The greater the variety of analogs, in other respects, the stronger the inference.
Rule 5: (Margin of Error) The greater the range of the projected property in the conclusion, the stronger the inference.
What is the most important rule for assessing the strength of an analogical argument
major, relevant differences undercut the comparison
What are the 3 rules for judging an inductive instantiation?
The closer the general rule is to 100%, the stronger; the case the rule is applied to must be typical, not unusual; and the bigger the margin of error, the stronger the inference.
What is a proximate cause?
closer in time
What is a remote cause?
far away in time
What is a necessary cause
a factor in whose absence the effect cannot occur
What is a sufficient cause
factor that by itself alone produces the effect
What is a compound cause
one with component factors that work together to produce effect
simple cause
one that does not have any component factors
deterministic cause
one that produces its effect in all cases (like gravity)
statistical cause
one that tends to produce its effect in populations
2 kinds of temporal linkage
Precedence: A precedes B = A occurs before B
Simultaneity: A simultaneous with B = A and B happen at the same time
constant conjunction
If A & B always temporally linked
What does it mean to say two factors are correlated (statistically linked) within a population
Two factors F1 & F2 are correlated a pop iff the percentage of those with F2 is higher or lower among those with F1 than among those without F1
inference to the best explanation
Argues for a conclusion on the basis that it is the best explanation of some phenomenon
Briefly describe the set-up in a control group experiment
First, draw a large, representative sample of the target population. Second, divide the initial sample into two closely matched sub-samples, the control and the experimental group. Third, measure the frequency of the effect. Fourth, administer the suspected cause to the experimental group, but otherwise treat the control group the same way. Fifth, measure the frequency of the effect again. Sixth, compare the frequencies, and if the frequency of the effect is significantly higher (or lower) after administering the cause than it was before, we conclude that the suspected cause is real.
Identify the 4 factors or criteria for assessing a control group experiment
The more representative the initial sample, the better (sufficiently large)
The experimental group should be matched to control group in all relevant respects
Where feasible, the experiment should be double blind
The larger the observed difference between the frequency of the effect in the experimental & control groups, the stronger the inference
Describe a purely observational cause-to-effect study
First, draw a large representative sample of the target population; divide it into two groups, the first of individuals who have been subjected to the suspected cause, the other of those who haven't; examine the frequency of the effect in both groups; if there is a significantly greater amount of the effect in the first group, the suspected cause is probably real.
Describe a purely observational effect-to-cause study
First, draw a large representative sample of the target population; divide it into two groups, the first of individuals who have the effect, the other of those who don't; examine the frequency of the suspected cause in both groups; if there is a significantly greater amount of the suspected cause in the first group, the suspected cause is probably real.
What are the four types of decision situation
decision-making under certainty
under risk
under uncertainty
under conflict
What are the six steps in rational choice under certainty
Frame your decision question accurately;
Identify the alternatives, i.e., choices;
Identify criteria of choice, i.e., goals;
Weigh criteria, i.e., rank goals;
Weigh alternatives;
Calculate the best alternative accordingly.
What are the six factors for judging rhetoric
evidence based
truthful
logical
directed at fully autonomous agents
not coercive
transparent
What is “due diligence”
research the products you are considering
Identify the 12 psychological mechanisms exploited by sales agents
Contrast—we judge by comparison.
Reciprocity—we return favors for favors.
Entrenchment—once started on something, we tend to stay the course.
Social proof—we determine what to do by looking at others.
Authority—we tend to obey authority.
Scarcity—we value more what we perceive is scarce.
Sympathy—people tend to want to help others in need.
Greed—people always want more.
Association—(positive, negative)—we tend to see causal linkage in every linkage in space, time and populations.
Salience—we notice what is novel.
Familiarity—we value things that are familiar to us more highly.
Egalitarianism—we desire equal outcomes.