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Hindsight Bias
Tendency to believe, after learning the outcome, that you knew all along.
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Overconfidence
We tend to think more than we do
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Barnum Effect
Tendency for people to accept very general or vague characterizations of themselves and take them to be accurate.
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Applied Research
- Has clear, practical applications. You can use it.
- ex. research on drug addiction
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Basic Research
Explores questions that you may be curious about, but not intended to be immediately used.
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Hypothesis
Expresses a relationship between two variables.
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Variable
anything that can vary among participants in a study.
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Independent Variable
Whatever is being manipulated in the experiment.
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Dependent Variable
Whatever is being measured in the experiment.
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Extraneous Variables
Factors that effect the dependent variable, that are not the independent.
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Operational Definitions
- Explains what you mean in your hypothesis.
- Explains everything in your experiment.
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Sampling
- Identify the population you want to study.
- (Random Sample)
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Stratified Sample
method of sampling from a population
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Experimental Method
- Looking to prove casual relationships
- Cause = Effect
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Random Assignment
Once you have a random sample, randomly assigning them into two groups helps control for confounding variables.
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Group Matching
ensure that experimental and control group are equivalent on some criterions.
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Hawthorne Effect
- Some people may work harder when they know that they are participating in an experiment.
- Some may change their behavior.
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Experimental Bias
Another confounding variable - not a conscious act
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Double-blind Procedure
neither the participants nor the experimenters know who is receiving a particular treatment.
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Placebo Effect
- Sometimes the act of taking a pill produces an effect if the person believes the pill is active
Placebo - like a sugar pill
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Correlational Method
- Correlation expresses a relationship between two variables.
- Does not show causation
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Correlation Coefficient
- A statistical measure of the extent to which two factors relate to one another.
- (A number that measures the strength of a relationship)
- r.
- ex. as more... more..
- Ranges from -1 to +1
- The relationship gets weaker the closer you get to zero.
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- The variables go in the SAME direction.
- ex. Studying + Grades
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Negative Correlation
- The variables go in opposite directions
- ex. Drugs + grades
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Experimental Research
Explains cause and effect relationships
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Survey Method
- Most common type of study in psychology.
- Measures correlation
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Naturalistic Observation
Watch subjects in their natural environment.
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Statistics
Recording results from our studies
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Descriptive Statistics
Just describes set(s) of data.
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Frequency Distribution
- Summary of how often different sources occur within a sample of scores.
- Commonly used to categorize information.
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Central Tendency
Mean, median, mode
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Normal Distribution
Mean, median, mode are all the same.
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Distributions
- Outliers skew distributions.
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- If group has one high score, the curve has a positive skew (contains more low scores)
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Standard Direction
- the variance of scores around the mean.
- the higher the variance or standard direction, the more spread out the distribution is
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Z Scores
A unit that measures the distance of one score from the mean.
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Inferential Statistics
Purpose is to discover whether the finding can be applied to the larger population from which the sample was collected.
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APA Ethical Guidelines
IRR Internal Review Board
Both for humans and animals.
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Human Research
- No coercion - must be voluntary
- Informed consent
- Anonymity
- No significant risk
- Must be debrief
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