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APA
American Psychological Association; sets research standards, ethics, and citation guidelines in psychology.
Behaviorism
Psychology approach focused on observable behavior and environmental influences, excluding internal mental states.
Bimodal distribution
A data set with two distinct peaks or modes, showing two common values.
Biopsychosocial
An integrated approach considering biological, psychological, and social factors in behavior and mental processes.
Case study
In-depth analysis of one individual or group, often used for rare or unusual conditions.
Central tendency
Statistical measure identifying the center of a data set: mean, median, or mode.
Cognitive
Psychological perspective focused on mental processes like perception, memory, language, and problem-solving.
Confederates
Actors in a study who * participants but are part of the research team.
Confidentiality
Ethical principle requiring researchers to keep participants' data private and secure.
Confirmation bias
Tendency to seek or interpret information in ways that confirm existing beliefs.
Confounding variables
Uncontrolled variables that influence the dependent variable, interfering with causal conclusions.
Control group
Participants not exposed to the independent variable, used for comparison with the experimental group.
Convenience sampling
Selecting participants based on availability, not randomization, increasing bias risk.
Correlation
Statistical relationship between two variables, ranging from -1 to +1.
Correlation coefficient
Numerical value showing direction and strength of a correlation (r); close to ±1 is strong.
Correlation vs. Causation
Correlation shows a relationship but does not prove one variable causes another.
Cross-sectional study
Compares different age or demographic groups at one point in time.
Cultural norms
Shared expectations, values, or behaviors considered typical within a culture.
Debriefing
Post-study explanation given to participants, revealing the study's purpose and correcting deception.
Deception
Intentionally misleading participants to avoid bias, allowed only if justified and followed by debriefing.
Dependent variables
The measured outcome in an experiment, affected by changes in the independent variable.
Directionality problem
In correlation, it's unclear which variable causes the other to change.
Double-blind study
Neither participants nor researchers know who is in the experimental or control group, reducing bias.
Effect sizes
Quantifies the magnitude of a relationship or treatment effect in a study.
Empirical evidence
Data gathered through observation or experimentation, not based on theory or opinion.
Evolutionary
Perspective emphasizing natural selection and adaptive behaviors shaped by evolutionary pressures.
Experimental group
Participants exposed to the independent variable in an experiment.
Experimental method
Research design manipulating an independent variable to examine causal effects on a dependent variable.
Experimenter bias
Researcher's expectations subtly influence participants or interpretation of results.
Falsifiable
A hypothesis must be testable and capable of being proven false.
Generalizing
Applying research findings from a sample to a broader population.
Hawthorne Effect
Participants change behavior because they know they're being observed.
Hindsight bias
Tendency to see events as more predictable after they've occurred ('I knew it all along').
Humanistic
Perspective emphasizing free will, personal growth, and self-actualization.
Hypothesis
Testable prediction about the relationship between variables.
Independent variables
Variable manipulated by the researcher to observe its effect on the dependent variable.
Informed assent
Minors' agreement to participate, with parental or guardian informed consent.
Informed consent
Participant agreement to join a study after being fully informed of procedures and risks.
Institutional review
Review by an Institutional Review Board (IRB) ensuring research meets ethical standards.
Likert scales
Survey format asking participants to rate agreement on a numerical scale (e.g., 1-5).
Longitudinal study
Follows the same individuals over a long period to observe developmental changes.
Mean
Arithmetic average of a data set; sensitive to outliers.
Median
Middle value in an ordered data set; resistant to skew.
Meta-analysis
Statistical technique combining results of multiple studies to identify overall trends.
Mode
Most frequently occurring value in a data set.
Naturalistic observation
Observing behavior in natural environments without interference.
Negative correlation
As one variable increases, the other decreases.
Negative skew
Data distribution with a tail on the left; mean < median.
Normal curve
Symmetrical bell-shaped distribution with most scores near the mean.
Operational definitions
Clear, measurable definitions of research variables for replication and validity.
Overconfidence
Tendency to overestimate knowledge or accuracy of judgments.
Peer review
Evaluation of research by experts before publication to ensure quality and credibility.
Percentile rank
Indicates the percentage of scores below a particular score in a distribution.
Placebo
Inactive substance or treatment used to control for participants' expectations.
Placebo effect
Improvement due to belief in treatment, not the treatment itself.
Population
Entire group a researcher wants to study or generalize results to.
Positive correlation
Both variables increase or decrease together.
Positive skew
Data distribution with a tail on the right; mean > median.
Protection from harm
Ethical obligation to prevent physical or psychological harm to participants.
Psychoanalytic
Perspective focusing on unconscious drives, childhood experiences, and inner conflicts (Freud).
Qualitative research/measures
Non-numeric data describing characteristics or themes (e.g., interviews).
Quantitative research/measures
Numeric data used for statistical analysis (e.g., surveys, experiments).
Random assignment
Placing participants into groups by chance to minimize preexisting differences.
Random sampling
Selecting participants randomly from a population to ensure representation.
Range
Difference between highest and lowest values in a data set.
Regression toward the mean
Extreme scores tend to return to average upon retesting.
Replication
Repeating a study to confirm findings and ensure reliability.
Representation of participants
Ensuring sample demographics reflect the target population.
Representative sample
A sample mirroring the demographics of the population being studied.
Sample
Subset of the population used to conduct research.
Scatterplot
Graph showing the relationship between two variables using plotted data points.
Single-blind study
Participants are unaware of their group assignment; researchers know.
Social desirability bias
Tendency to respond in ways seen as favorable or acceptable by others.
Standard deviation
Measure of variability showing how scores differ from the mean.
Statistical significance
Likelihood that a result is not due to chance (usually p < .05).
Structured interviews
Pre-set, standardized questions asked in the same order to each participant.
Third variable problem
A separate, unmeasured factor causes changes in both correlated variables.
Validity
The extent to which a test or study measures what it claims to measure.
Variation
Degree of spread in a data set; includes range and standard deviation.