Variables – Create an operational definition of the things you will measure in your research (How will you observe and measure your variables?) Population – identify the large groups you want your research to apply to. Representative sample- should match the population in question on important characteristics Random sampling- where each person in a research study has an equal chance of being selected Volunteer bias- those who volunteer probably differ from those that stay silent Case Study Provides in-depth description of a particular individual or event, rare occurring phenomenon Advantages: Unusual cases can shed light on situations/ problems that are unethical to study in other ways Disadvantages: Individual may not be representative or typical, researcher biases Survey/ Interview Research method that asks subjects questions about their feelings, opinions or behavior patterns Advantages: Large amounts of information about large numbers of people Disadvantages: If sample is non-representative or biased info in inaccurate, Responses may not be true Naturalistic Observation Method that involves studying subjects without their being award that they are being watched Advantages: Behavior studies is completely natural Disadvantages: Researcher bias, unable to interact with subjects, limited control Laboratory Observation Method to observe behavior in a more controlled setting Advantages: Allows more control and the use of sophisticated equipment Disadvantages: Setting is somewhat artificial, may not reflect the “real world” Psychological Tests Objective methods for observation and measurement of subjects in various areas Advantages: information gathered on personality traits, emotional stats, aptitudes, abilities Disadvantages: Difficult to construct tests that are valid and reliable Content Analysis A research method that examines written data for patterns in behavior Advantages: Collect large amounts of information without having to meet subjects Disadvantages: limited information A controlled test of the hypothesis The only way to prove a cause-effect relationship! Manipulation of variables: Independent variable: the variable the experimenter changes Dependent variable: a variable the experimenter predicts will be affected by the independent variable (in psychology it’s the behavior you are observing) Dividing the sample: Experimental group: exposed to the IV Control group: not exposed to the IV