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Heuristics
Mental shortcuts that the brain uses to quickly process information.
Cognitive Bias
Illogical thoughts or errors in thinking which result in heuristics.
Hindsight Bias
The tendency to believe that one would have predicted an event after it has occurred, often phrased as 'I knew it all along'.
Overconfidence
The condition of having an inflated sense of one's abilities, often believing one is better than they truly are.
Authority Bias
The tendency to believe someone is correct simply because they are an authority figure.
Critical Thinking
The process of evaluating evidence and reasoning logically.
Algorithms
Step-by-step procedures that guarantee a solution.
Operational Definition
A statement describing the exact procedures used to identify research variables.
Hypothesis
An assumption made prior to conducting research.
Theory
A statement backed by data from completed research that explains a phenomenon.
Falsifiable
A property of a hypothesis or theory that can be proven wrong through testing.
Replication
The process of repeating a study to see if the same results occur.
Confounding variable
A factor that may change the results of an experiment.
Placebo Effect
A phenomenon where a treatment produces results due to the subject's belief that it will work.
Control Group
The group in an experiment that does not receive the experimental treatment or variable.
Experimental Group
The group in an experiment that receives the treatment or variable being tested.
Independent Variable
The variable that is manipulated by the researcher in an experiment.
Dependent Variable
The factor that is measured to observe the effect of the independent variable.
Experimental Bias
When a researcher's expectations influence the outcome of an experiment.
Population
The entire group that is being studied or observed.
Representative Sample
A smaller sample that accurately reflects the characteristics of the larger population.
Random Sampling
A sampling method where each individual has an equal chance of being selected.
Stratified Sampling
A sampling method where the population is divided into subcategories and individuals are randomly selected from each subcategory.
Sampling Bias
When participants chosen in a sample do not accurately reflect the population.
Correlation Studies
Research methods that predict the relationship between two variables.
Correlation Coefficient (r value)
A statistical measurement of the relationship between two variables, ranging from -1.00 to +1.00.
Illusory Correlation
The perception of a relationship between two variables where none actually exists.
Regression Toward The Mean
The phenomenon where extreme scores tend to move closer to the average in subsequent measurements.
Hawthorne Effect
A type of research bias where behavior changes due to the awareness of being observed.
Case Study
An in-depth analysis of an individual or group, requiring extensive data.
Naturalistic Observation
The practice of observing subjects in their natural environment without interference.
Meta-analysis
Combining results from multiple studies to draw wider conclusions.
Surveys
Data collection methods through self-reported questionnaires.
Quantitative Data
Statistical data that can be measured and analyzed numerically.
Qualitative Data
Subjective data that is based on opinions and experiences.
Single-Blind Procedure
An experimental procedure where participants do not know if they are in the experimental or control group.
Double-Blind Procedure
An experimental setup in which neither the participants nor the researchers know who is in the control or experimental group.
Mean, Median, Mode
Measures of central tendency used to summarize data.
Standard Deviation
A statistical measure that indicates the spread of scores around the mean.
Percentile Rank
The percentage of scores that fall below a specific score in a distribution.
Skewed Distribution
A distribution that is not symmetrical, affecting the interpretation of central tendency.
Null Hypothesis
The hypothesis stating there is no effect or influence in an experiment.
Alternative Hypothesis
The hypothesis suggesting there is a significant relationship between variables.
Effect Size
A measure of the strength or significance of an experimental effect.
Institutional Review Board (IRB)
A committee that evaluates the ethical considerations of research studies.
Informed Consent
An agreement by participants to take part in research, understanding its purpose and methods.
Confidentiality
The principle that personal information must be kept private in research.
Protection From Harm
Ensuring participants are safeguarded from physical or psychological damage during research.
Debriefing
The process of explaining the study's purpose and results to participants after it concludes.
Z Score
The number of standard deviations a data point is away from the mean.
Cause & Effect
The relationship determined through experiments by manipulating the independent variable and measuring the dependent variable.
Critical Thinking
The evaluation of evidence logically, considering alternatives.