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Empiricism
Knowledge can be gathered by sensory experience. Like observing listening.
Scientific Method
A procedure for using empirical evidence to establish facts
Theory
A said of statements that are logically related that explain a wide body of data. A web of hypothesis
Hypothesis
A statement that can be tested by experiments or observations usually used in “if then” statement
Operational Definition
A description of a property in measurable terms. Like using IQ score for intelligence
Validity (construct validity)
Does a test/measurement measure what its supposed to measure. Like measuring a finger to test inteligence might be reliable but does not measure intelligence
Reliability
How consistent a test is or how consistent the results are. If its consistent its reliable
Self-Report
A method where people provide subjective information about their own thoughts, feelings, or behaviours, typically from questionnare or interview
Social desirability bias
People tend to give answers that they think will make them look better and more socially desirable in self reports.
Demand characteristics
When people behave in a way they think someone else wants or expects
Naturalistic observation
Gathering information without manipulating people in their natural environments
Observer Bias
The tendency for observers expectations to influence both what they believe and what they observed and what they actually observed
Double-Blind study
When neither the participant or researcher know how their expecated to behave
Population
A complete collection of people
Sample
A group of people from the population
Representative sample
When the sample is representative of the population. If the sample has demographics similar to the population
Random sampling
The population has an equal chance of getting picked in the sample
Stratified sampling
Forcing samples to be representative by being strict of the people you put in the study. Putting the population into distinct groups and randomly picking from each
Frequency distribution
A graphic representation showing the number of times each result or measurement of a property appears
Normal distribution
When the highest frequency of a measurement is in the middle and decreases symmetrically both ways
Mean
The average score but is sensitive to outliers
Median
The value that is in the middle
Mode
The value that is most common or most frequent
Positively skewed
The tail is towards the positive side. Outliers is the tail
Negatively skewed
The tail is towards the negative side. Outliers is the tails
Range
The highest score minus the smallest
Standard deviation
A value that describes how each of the values in a frequency distribution differs form the mean
Variable
A property that can have more than one value.
Correlation
When two variable tend to change together
Positive correlation
When one variable increases the other also increases
Negative correlation
When one variable increases the other decreases
Correlation does not imply causation
Correlation does not mean they cause each other. There are three possibilites. 1. A causes B 2. B causes A 3. C (something you did not measure) causes A and B. But you dont know which is the causation just becasue theyre correlated.
Experiment
Used to find causation.
Get sample
Randomly assign to two different groups
manipulate group 1 and dont do anything to group 2.
Measure something in both groups
Manipulation
Being able to control a variable and its value
Random Assignment
Where people in the sample are placed into different groups everyone has an equal chance of getting into each group
Independent variable
Variable manipulated in the experiment
Dependent variable
The variable that is measured in the experiment
Between-subjects experiment
Randomly assign people to two or more groups. One group gets one level of the independent variable the other group gets another level of the independent variable
Within-subjects experiment
Take one group of people and give them BOTH levels of the independent variable
Counterbalancing
In within subjects experiment randomize the order in which the levels of independent variable will be given. Half the people do A-B the other half do B-A.
Internal Validity
Within your experiment can you be confident that the change in the independent variable CAUSED a change in the dependent variable and not other variables
Confounding variable
Anything different between the two groups in your experiment OTHER than the independent variable. So everything should be the same in both groups except the independent.
External Validity
Will the result GENERALIZE outside of your experiment. So will the sample results apply to population
Case method/case study
A procedure for gathering scientific information by studying a single individual
Replication
An experiment that uses the same procedure but with a new sample from the same population and gets the same pattern its been replicated
P-value
The probability of getting your results IF there is no difference in the population.
Low value. Means there is evidence that there is a difference in population. The probability value is sooo low that is should be extremely rare to happen but you just observed it. Showing there is evidence maybe there is a difference
High value. Means there is not enough evidence that there is difference in population. Since the probability to get your result is so high there’s no difference
You genuerally want to have a low p value to remove your null hypothesis
Statistical significance
If the p-value is less than a cutoff usually 0.05 than the difference is real. However we can be wrong when doing so.
Cross-cultural replication
Doing same psychology studies in other cultures besides WEIRD since most has been done in WEIRD.
WEIRD countries
Are Western, Educated, Industrialized, Rich, Democracies. Canada, US, Western Europe, Australia, New Zealand
Muller-Lyer illusion
A line looks bigger than the other when their both the same due to the angles. Cross culture perception people would see that both are same lines but due to the culture veiwing that angle alot it seems different
Type 1 Error
When concluding there is a real difference in population from the p-value when in fact there isn’t a difference.
Type 2 Error
When concluding there is no difference but when in fact there is a difference
Skepticism
Questioning claims and not accepting them as true until there is solid scientific evidence
Informed consent
You have to tell participants about what the study will involve, and ask them to give consent through a form.
Deception
Deceiving the participants by giving incomplete information to avoid them from knowing what the study is about
Debfriefing
A verbal description of what the study was actually about and the purpose