True Experiment
IV + DV. RANDOMLY assigned to experimental and control groups.
True Experiment Strengths
HIGH INTERNAL validity; control of variables → ability to establish causation.
True Experiment limitations
Artificial settings → LOW ECOLOGICAL validity
Quasi-Experiment
IV + DV. PRE-EXISTING characteristics to groups
Quasi-Experiment strengths
PRACTICAL and ETHICAL; real-world settings → HIGH ECOLOGICAL validity
Quasi-Experiment Limitations
lack of control → cannot definitively establish causation; CONFOUNDING variables
Observation
Systematically WATCHING and RECORDING behavior in natural/controlled settings
4 Observation Methods
Naturalistic
Controlled
Overt
Covert
Observation Strengths
HIGH ECOLOGICAL validity (naturalistic); cannot be ethically manipulated.
Observation Limitations
OBSERVER BIAS; ETHICAL concerns (COVERT); lack of CONTROL (naturalistic).
Survey
Collects SELF-REPORTED data from participants using questionnaires or structured forms.
2 Types of Surveys
Open-ended
Closed-ended
Survey Strengths
efficient for large samples; easy to analyze QUANTITATIVE data; anonymity → HONESTY.
Survey Limitations
SOCIAL DESIRABILITY bias; LIMITED DEPTH compared to interviews; response rates may be LOW.
Interview
answer questions in person, over the phone, or online to provide detailed insights.
3 Types of Interviews
Structured
Semi-structured
Unstructured
Structured Interview
PRE-DETERMINED questions asked in the SAME order.
Semi-structured
MIX of open-ended and pre-determined questions.
Unstructured
Conversational approach with FEW predefined questions.
Interview Strengths
IN-DEPTH, rich data; exploration of COMPLEX topics; builds RAPPORT with participants.
Interview Limitations
TIME-consuming; difficult to analyze large amounts of QUALITATIVE data; INTERVIEWER bias may influence responses.
focus group
A group of participants with similar characteristics (minimum 6) assembled to a discussion on a specific topic supervised by a facilitator