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Basic vocabulary and concepts for research design, including hypothesis, operational definitions, research designs, statistics, and ethical guidelines.
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Hypothesis
Tentative explanation that must be falsifiable.
Operational Definition
Clear, precise, quantifiable definition of variables allowing replication and reliable data collection.
Qualitative Data
Descriptive data (e.g., eye color).
Quantitative Data
Numerical data that is ideal and necessary for statistics.
Population
Everyone the research could apply to.
Sample
The specific people (or person) chosen for the study.
Correlation
Identifies relationship between two variables; useful when experiments are unethical.
Experiments
Purposefully manipulate variables to determine cause/effect.
Independent Variable
Variable purposefully altered by researcher to look for effect.
Experimental Group
Group that receives the treatment (part of the IV).
Control Group
Placebo or baseline (part of the IV).
Dependent Variable
Measured variable (is dependent on the independent variable).
Placebo Effect
Any observed effect caused by the placebo.
Double-Blind Study
Experiment where neither participant nor experimenter knows condition assignments.
Single-Blind Study
Only the participant is blind to their condition assignment.
Confound
Error or flaw accidentally introduced in a study.
Random Assignment
Assigning participants to control or experimental group at random to increase equal representation.
Naturalistic Observation
Observe people in their natural settings.
Case Study
Studies one person (usually) in great detail.
Meta-Analysis
Combines multiple studies to increase sample size and examine effect sizes.
Inferential Statistics
Establishes significance (meaningfulness).
Statistical Significance
Results not due to chance; experimental manipulation caused the difference in means.
Effect Size
Data has practical significance.
Confidentiality
Names kept secret (ethical guideline).
Informed Consent
Must agree to be part of the study (ethical guideline).
Informed Assent
Minors and their parents must agree (ethical guideline).
Debriefing
Must be told the true purpose of the study (done after deception).
Random Sample (Selection)
Method of choosing participants where everyone has a chance to take part.
Representative Sample
Sample that mirrors the general population.
Convenience Sample
Select participants based on availability; less representative.
Sampling Bias
Sample isn't representative due to convenience sampling.
Experimenter Bias/Participant Bias
Experimenter/participant expectations influences the outcome.
Cognitive Bias
Bias in thinking.
Confirmation Bias
Finding evidence that supports preexisting beliefs.
Hindsight Bias
"I knew it all along" phenomenon.
Overconfidence
Overestimation of knowledge/abilities.
Hawthorne Effect
People act differently when they know they are being watched.
Mean
Average (use in normal distribution).
Median
Middle number (use in skewed distribution).
Mode
Occurs most often.
Bimodal
Has two modes.
Range
Distance between smallest and biggest number.
Standard Deviation
Average amount the scores are spread from the mean.