Experiments and observation
Experiments change conditions; observation records what happens. Both can be useful, but they support different kinds of conclusions.
Independent variable and Dependent variable
Objective: Explain independent variable and dependent variable, distinguish their meanings, and apply them to a described case.
Independent variable: An independent variable is the factor manipulated in an experiment. Dependent variable: A dependent variable is the measured outcome. Psychological research distinguishes a construct from the procedure used to measure it. Random sampling and random assignment serve different purposes. Experiments can support causal inference when design and execution address competing explanations; observational associations require more caution. Ethical protection, replication, and transparent reporting are part of scientific quality. One result is evidence to evaluate rather than automatic proof of a universal rule. Application: Researchers assign different practice schedules. This most directly illustrates independent variable. A study records correct answers on a later test. This most directly illustrates dependent variable.
Worked examples
Try itOriginal teaching scenario: Researchers assign different practice schedules. Which idea from this section does it most directly illustrate?Show answer
Step 1 — Read the observation: Researchers assign different practice schedules. Step 2 — Recall the relevant idea: An independent variable is the factor manipulated in an experiment. Step 3 — Connect the observation to the idea: The scenario is an illustration of independent variable. Step 4 — Check the limit: This short scenario illustrates the concept; it does not establish every detail or exclude every other influence in a real situation.
Try itOriginal teaching scenario: A study records correct answers on a later test. Which idea from this section does it most directly illustrate?Show answer
Step 1 — Read the observation: A study records correct answers on a later test. Step 2 — Recall the relevant idea: A dependent variable is the measured outcome. Step 3 — Connect the observation to the idea: The scenario is an illustration of dependent variable. Step 4 — Check the limit: This short scenario illustrates the concept; it does not establish every detail or exclude every other influence in a real situation.
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