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Overconfidence
The tendency to overstimulate our abilities, including our knowledge
Hindsight bias
The tendency to believe, after we learn an outcome, that one would have foreseen it
Scientific method
A method in which scientists form hypotheses from theories, conduct research, and then refine theories in the light of research observations
Theory
An explanation that organizes data and predicts observations (NOT fact)
Replication
Repeating the study to see if the basic finding extends to other participants in other circumstances
Falsifiability
The belief that for any hypothesis to have credence, it must be inherently disprovable before it can become accepted as a hypothesis
Null hypothesis
States there is no relationship between the variables studied
the testable statement in a falsifiable scenario
Peer review
A process that takes place before a study is published to check the quality and validity of the research, and to ensure that the research contributes to its field
Meta-analysis
A procedure for statistically combining the results of many different studies
usually done at dissertation level or graduate level to justify new research
Descriptive methods
Aims to describe behaviors/attitudes, but NOT explain them
Pros of descriptive methods
Insight into specific cases that other use could not be studied due to ethical concerns
Cons of descriptive methods
individual studies are hard to generalize to large populations
Some events/circumstances cannot be replicated
Survey
A technique for ascertaining the self-reported attitudes of behaviors of people, usually by questioning a representative, random sample of them
must have a representative and random sampling from the population for generalization to be possible
Likert scale
Rating scale used to measure a respondent’s attitude or opinion
Pros of surveys
can study large populations from a representative sample
Information on a broad range of things
Can be conducted relatively quickly
less expensive
Cons of surveys
Self-reporting is not always reliable
Results are largely based on how questions are worded
Convenience sampling
Sampling bias
Self-report bias
Methodological problem when researchers rely on asking people to describe their thoughts/feelings/behaviors rather than measuring directly or objectively
Social desirability bias
The tendency to give socially approved answer to questions; answers that will look good but conceals their true opinions
Convenience sampling
Process of selecting a sample of individuals or cases that is neither random or systematic but rather governed by change/availability
Sampling bias
Collection of samples that do not accurately represent the entire population
Naturalistic observation
Observing and recording behavior in naturally occurring situations without trying to manipulate and control the situstion
Pro of naturalistic observations
Observe people/animals in real, not artificial environments
Con of naturalistic observations
No control over events or variables
Correlational
A measure if the extent to which two factors change together, and this of how well either factor predicts the other
Scatterplots
A graphed cluster of dots? Each of which represents the values of two variables
the amount of scatter suggests the strength of the correlation (less scatter = more correlation)
Correlation coefficient
Numerical measure of the linear relationship between two variables
measures how well either one predicts the other and how strong that relationship/prediction is (0 = no relationship)
Represented as ±____
Effect size
Tells you how meaningful the relationship between variables or difference between groups is
quantitative measure of the magnitude of the effect
Illusory correlation
Phenomenon of perceiving a relationship between variables (usually people, events, or behaviors) even when no relationship exists
Directionality problem
The situation where it is known that two variables are related, but it is not clear which is the cause and which is the effect
Third variable problem
When a third variable leads to a mistaken causal relationship between two variables
Pro of correlational methods
Can measure the extent of a relationship
Con of correlational methods
CORRELATION IS NOT CAUSATION
just because two things are related does not mean one causes the other
Experimental method
A research method in which an investigator manipulates one or more factors to observe the effect on some behavior or mental process
Variable
Anything that can change or be changed within an experiment
Independent variable
The variable being manipulated
the effect of the IV is the focus of the study
Dependent variable
The outcome being studied as a result of/response to the IV
usually a behavior/mental process
Operational definition
Specific and measurable definition of the independent and dependent variables
Experimental group
Participant receiving/impacted by the independent variable
Control group
Participants that are NOT exposed to the independent variable
Random assignment
Process whereby all participants have an equal chance of assignment to any condition/group
Placebo
A substance or treatment that has no effect apart from a person’s belief in it
Placebo effect
A person receiving the placebo may report positive effects due to a belief in the drug/treatment
Single blind study
Participants do not know if they are in the experimental or control group
Double blind study
Participants not researchers know who is in the experimental or control group
Experimenter bias
Occurrence where the scientist performing the research unconsciously influence the results, in order to portray a certain outcome
Confounding variable
A third variable that influences both the independent and dependent variables