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Hindsight Bias (I knew it all along phenomenon)
The tendency to believe, after learning an outcome, that one would have foreseen
Overconfidence
The tendency to believe more confident than correct
Hypothesis
A testable prediction, often implied by a theory
Falsifiability
The possibility that an idea, hypothesis, or theory can be disproven by observation or experiment
Operation Definitions
A carefully worded statement of the exact procedures (operations) used in a research study
Replication
Repeating the essence of a research study, usually with different participants in different situations, to see whether the basic finding can be reproduced
Peer Review
Scientific experts who evaluate a research articles theory, originality and accuracy
Experimental
The researcher sets up the environment carefully controls the variables she or he is interested in
Non-experimental
Takes place in a real life setting, and it’s not possible for the researcher to control all possible variables
Case Study
A non-experimental technique in which one individual or group is studied in depth in the hope of revealing universal principles
Naturalistic Observation
A non-experimental technique of observing and recording behavior in naturally occurring situations without trying to manipulate and control the situation
Surveys
A non-experimental technique for obtaining the self-reported attitudes or behaviors of a particular group, usually by questioning a representative, random sample of the group
Social Desirability Bias
Bias from peoples responding in ways they presume a researcher expects or wishes
Self-report Bias
Bias when people report their behavior inaccurately
Sample
A group of people chosen to represent a larger population in a study
Population
All those in a group being studied, from which samples may be drawn
Random Sampling
A sample that fairly represents a population because each member has an equal chance of inclusion
Representative Sample
A sample from a larger group that accurately represents the characteristics of a larger population. (Sample should represent the population)
Sampling Bias
A flawed sampling process that produces an unrepresentative sample
Convenience Sample
A non-probability sampling method where units selected for inclusion in the sample because they’re the easiest for the researcher to access
Correlation (doesn’t equal causation)
A measure of the extent to which two factors vary together, and thus of how well either factor predicts the other
Correlation Coefficient
A statistical index of the relationship between two variables (from -1.00 to + 1.00)
Scatterplots
A graphed cluster of dots, each of which represents that values of two variables
Positive Correlation
Indicates a direct relationship
Negative Correlation
Indicates an inverse relationship
Directionality Problem
When two variables correlate and might actually have a causal relationship, but impossible to conclude which variable causes changes in the other
Third-variable Problem
A confounding variable affects both variables to make them seem causally related when they are not
Illusory Correlation
Perceiving a relationship where none exists, or perceiving a stronger-than-actual relationship
Regression Towards the Mean
The tendency for extreme or unusual scores or events to fall back (regress) towards the average
Experiment
A research method in which an investigator manipulates one or more factors (independent variables) to observe the effect on some behavior or mental process (the dependent variable)
Experimental Group
In an experiment, the group exposed to the treatment that is, to one version of the independent variable
Control Group
In an experiment, the group not exposed to the treatment
Placebo Group
A group of participants in a clinical trial that receives a placebo, which is a treatment that looks like the real thing but contains no active ingredients
Psychology
A study of behavior and mental processes
Random Assignment
Assigning participants to experimental and control group by chance, thus minimizing preexisting differences between the different groups
Single Blind Procedure
An experimental procedure in which the researcher participants are ignorant (blind) about whether they have received the treatment or a placebo
Double Blind Procedure
An experimental procedure in which both the researcher participants and the research staff are ignorant (blind) about whether they have received research participants have received the treatment or a placebo
Placebo Effect
Experimental results caused by expectations alone
Independent Variable
Is an experiment, that factor that is manipulated
Confounding Variable
In an experiment, a factor other than the factor being studied that might influence a study’s results
Experimenter Bias
Bias caused when researchers may unintentionally influence results to confirm their own beliefs
Dependent Variable
In an experiment, the outcome that is measured
Validity
The extent to which a test or experiment measures or predicts what it’s suppose to
Generalizability
Making predictions based on past observations
Quantities Measures (e.g. Likert Scales)
Measurement of data that can be put into numbers
Qualitative Measures (e.g. Structured Interviews)
A type of information that describes traits or characteristics
Confederates
Commonly employed in psychology experiments to secretly participate along with actual subjects
Informed Consent
Giving potential participants enough information about a study to enable them to chose whether they wish to participate
Protection from Harm
Ensuring their physical safety, emotional well-being, privacy rights, dignity preservation during only psychological research or interviews
Confidentiality
Information between a patient and a therapist can’t be shared with anyone
Debrief
The postexperimental explanation of a study, including its purpose and any deceptions, to its participants
Mean
The arithmetic average of a distribution, obtained by adding the scores and dividing by the number of scores
Median
The middle score in a distribution
Mode
The most frequently occurring scores in a distribution
Range
The difference between the highest and lowest in a distribution
Standard Deviation
A computed measure of now much scores vary around the mean score
Normal Curve (Percentages and Percentiles)
A symmetrical bell-shaped curve that describes the distribution of many types of data
Positive Skew
The mean is greater than (to the right of) the median
Negative Skew
The mean is less than (to the left of) the median
Biomodal Distributions
A type of statistical data distribution that has two distinct peaks, or modes, in its graph
Meta-analysis
A statistical procedure for analyzing the result of multiple studies to reach an overall conclusion
Statistical Significance
A statistics, statement of how likely it is that a result (such as a difference between samples) occurred by chance, assuming there is no difference between the populations being studied
Effect Size
The strength of the relationship between two variables
Institutional Review Board (IRB)
Oversees major research studies