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Experiments
It's required to confirm consistent, repeatable results, and the validity of psychological findings.
Institutions
Internal feelings or compulsions that are often wrong, gut feeling.
Biases
A tendency to favor or support only our own, narrow views.
Hypothesis
A testable prediction that has yet to be confirmed or unconfirmed by experiment.
Operational Definition
Exact experimental procedures so the experiment can be replicated.
Theories
Explanations that organize observations and predict outcomes, an overarching idea that has been confirmed by multiple experiments.
Experimental Group
A group that's exposed to the 'treatment' (ex: a group of depressed people who receive Vitamin D).
Control Group
A group NOT exposed to the 'treatment' (ex: the group of depressed people who receive the placebo).
Double-Bind
Both subjects and staff are unaware of which group has the placebo (sugar pill) and which has treatment (Vitamin D).
Single-Binds
Either the subjects don't know the treatment they are receiving or the researchers don't know the treatment being given to the subjects.
Independent Variable (IV)
Adding, giving.
Dependent Variable (DV)
Subtracting, outcome
Random Selection & Random Assignment
Require to ensure statistical significance, and to bolster the integrity of the experiment.
Random Assigned
Being randomly assigned to experimental and control groups to eliminate bias or skew results.
Convenience Sampling
A sampling technique where subjects are chosen because of their convenient accessibility and proximity to the researcher.
Confounding Variables
Variables that impact data and screw or ruin research findings.
Controlling Variables
Anything that's controlled by the experiment in order to reduce confounding variables.
Sampling Bias
Occurs when some members of a population are less likely to be included in the sample compared to others.
Experimenter Bias
A process where scientists performing the research influence the results or outcome either consciously or unconsciously.
Social Desirability Bias
The tendency of survey respondents to answer questions that will be viewed favorably, skewing results.
Correlation Study
How two factors are linked and can predict one another; correlation does not prove causation.
Naturalistic Observation
Unhinged observations of animals or people in their natural environment
Case Study
One individual or group is studied in depth in the hope of revealing some universal truth
Meta-Analysis
Statistical analysis that combines results of multiple specific studies, providing a precise estimate of the effect size based on increased power and resolution
Bar Graph
A graph with gaps representing categories and numerical values
Histogram
A bar graph with no gaps depicting frequency distribution (all numerical)
Scatterplots
A graph with clusters of two variables, with a slope suggesting a positive, negative, or no relationship
Regress towards the mean
The phenomenon that if a variable is extreme on its first measurement, it will tend to be closer to average on its second measurement
Qualitative Measures
Data collection methods such as observations, that provides in-depth and complex descriptions of phenomena without qualifying them
Quantitative Measures
Tools that gather data in numerical form such as Likert scales, which can be statistically measured
Correlation Coefficient
Measures how strong a relationship is between two variables, ranging from -1 to 1 to represent the correlation
Positive Correlation
Correlations are above 0 (Ex: income and years of education)
Negative Correlation
Correlations are below 0 (Ex: depression and average life expectancy)
Positive Skew
Where the bulk of information on a graph that's skewed to the right
Negative Skew
Where the bulk of information on a graph that's skewed to the left
Bimodal
A frequency distribution is a data set that contains two peaks
Bell Curve
A peak that is only one
Central Tendencies
Central or typical value for a probability distribution
Mode
Most frequently occurring score
Mean
The average score
Median
The middle score in a distribution (half above, half below)
Range
Difference between highest and lowest scores
Percentile
A measure that indicates a percentage where it's higher than another percentage
Standard Deviation
A measure of an amount of variation in set of values that's on the average, either higher or lower than
Peer Review
A process where a scholarly work or research proposal is evaluated by other experts in the field to assess its suitability for publication or funding
Republication
A process of repeating a research study under the same conditions as the original to validate findings and increase reliability
American Psychological Association and British Psychological Society
Determines ethics and procedures that requires compliance from any prospective experimenters
HIPPA Privacy Rule
This requires U.S. physicians (mental & physical) keep patient information confidential
Local Institutional Review Boards
Screen research proposals at each institution according to the guidelines provided by the APA, BPS, etc.
Institutional Animal Care and Use Committee
A federally-mandated committee in the U.S. that oversees animal programs, facilities, and procedures
Informed Assent
A process where a person typically a minor or someone unable to give legal consent agrees to participate in a research study after having the study adequately explained to them.