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Dependent variable
The variable that changes because of another variable.
Independent variable
The variable that causes change in the dependent variable.
Antecedent variables
Variables that come before the main relationship and help predict another variable.
Intervening variables
Variables that are hard to measure but can be noted through research.
Difference between causation and correlation
Causation means one event makes another happen; correlation means two events happen at the same time but are not connected.
Hypothesis
An educated guess that connects two variables.
Operational definition
A way to define a concept so it can be measured clearly.
Reliability in research
getting consistent results every time the research is done.
External validity
Whether the research situation reflects real-life experiences.
Four levels of measurement
Nominal (names), Ordinal (order), Interval (measurement), and Ratio (comparison).
Sample
A smaller group studied to represent a larger group.
Purpose of statistical significance
To make conclusions about a larger group from the results of the study.
Simple random sample
A sample where everyone has the same chance of being chosen.
Aim of statistical inference
To make educated guesses about a population based on sample data.
Margins of error
They show how much uncertainty there is in polling results.
Spurious relationships
When unseen factors affect both variables in a study.
Research design
A plan for how to gather and analyze data.
Case study
In-depth study of one case in real life.
Types of qualitative research designs
Different ways to choose cases in qualitative research.
Quantitative research design
Research that uses numbers for analysis and reporting.
Randomized experiments
Experiments where subjects are randomly put into groups.