Watching subjects in their "real world" environment without interfering (e.g., observing children on a playground).
This is the "gold standard" for determining cause and effect.
One variable goes up while the other goes down. 3. Experimental Studies
The factor being measured (e.g., symptoms of anxiety).
Correlation does not equal causation. Just because two things happen together (like ice cream sales and sunburns) doesn't mean one caused the other (the sun caused both).
These are similar to experiments, but participants aren't randomly assigned. This is often used for ethical or practical reasons—for example, you can't "assign" someone to be a smoker; you have to find people who already smoke.
Following the same group of people over a long period (years or even decades).
The factor the researcher changes (e.g., dosage of a new medication).