What is the independent variable (IV) in an experiment?
The variable that is manipulated by the researcher to observe its effect.
Understanding these core variables is crucial for designing and interpreting experimental results.
Controlling Extraneous Variables: Researchers use randomization (random allocation of participants to conditions) and standardization (keeping procedures uniform) to reduce the influence of extraneous variables. Control groups and counterbalancing may also be applied.
Researchers choose a design based on controlling participant variability versus managing potential order effects.
Review of how different experimental settings balance control, validity, and ethics.
| Aspect | Strengths | Weaknesses | Type | ... | ... | ... | ... |
|---|---|---|---|---|---|---|---|
| Control | High in lab; allows causation | Low in field; quasi less control | Lab/Field | ||||
| Validity | Internally valid (lab) | Ecologically valid (field) | Lab/Field | ||||
| Replicability | High in lab; harder in field | Less in field/quasi | Lab/Field | ||||
| Ethics | Easier to manage | Field and quasi can face ethical issues | All | ||||
| Generalizability | Can be limited due to artificiality | Better ecological validity in field | Lab/Field |
What is the independent variable (IV) in an experiment?
The variable that is manipulated by the researcher to observe its effect.
What defines a laboratory experiment?
Experiments conducted in a controlled environment where extraneous variables are minimized.
Name one strength of field experiments.
High ecological validity because they occur in real-world settings.
What is a quasi-experiment?
An experiment where the IV is not manipulated but based on natural groups or pre-existing conditions.
Why is randomization important in experiments?
It reduces the influence of extraneous variables and helps ensure group equivalence.
What is the main weakness of quasi-experiments?
They cannot confidently establish causality due to lack of random assignment and potential confounds.
What is an order effect in repeated measures designs?
Changes in performance caused by the order in which conditions are presented, such as practice or fatigue.
How do standardization and control improve an experiment?
They help reduce extraneous variables and improve internal validity.
What ethical concern is commonly associated with field experiments?
Participants may not give informed consent or be fully aware of the study.
What is a matched pairs design?
Participants are paired on key variables and each member is assigned to different experimental conditions.