What is empiricism?
Knowledge from observation
Empiricism emphasizes the role of experience and evidence in the formation of ideas, rather than relying solely on intuition or revelation.
Define theory in the context of scientific research.
Explanation of behavior/events
Theories provide a framework for understanding phenomena and guiding further research.
What is a hypothesis?
Testable prediction
Hypotheses are formulated based on theories and are subjected to testing through research.
What is an operational definition?
Exact definition of how a variable is measured
Operational definitions are crucial in research for clarity and replicability.
What is the independent variable (IV) in an experiment?
Manipulated variable
The IV is the factor that researchers change or control in an experiment to test its effects.
What is the dependent variable (DV) in an experiment?
Measured variable
The DV is the outcome that is measured to assess the impact of the IV.
What is random assignment?
Reduces bias
Random assignment helps ensure that participants have an equal chance of being assigned to any group, reducing pre-existing differences.
What is a strength of experimental research?
Cause-effect conclusions
Experiments allow for the determination of causal relationships between variables.
What is a weakness of experimental research?
Artificial, ethical/practical limits
Experiments may not reflect real-world scenarios and can be constrained by ethical considerations.
What is naturalistic observation?
Watch behavior in real world
This method involves observing subjects in their natural environment without interference.
What is a case study?
In-depth on one/few subjects
Case studies provide detailed information but may lack generalizability.
What is a survey?
Self-report (questionnaires/interviews)
Surveys gather data from individuals about their thoughts, feelings, or behaviors.
What does the correlation coefficient (r) indicate?
Range: -1.0 → +1.0
The value of r indicates the strength and direction of a relationship between two variables.
What does a correlation coefficient closer to |1| signify?
Stronger correlation
The closer the value is to 1 or -1, the stronger the relationship between the variables.
True or False: Correlation implies causation.
False
Correlation does not establish a cause-and-effect relationship.
What are the measures used in descriptive statistics?
Mean, median, mode; range, SD
These measures summarize and describe the characteristics of a dataset.
What does p < .05 indicate in inferential statistics?
Statistically significant
This threshold suggests that the results are unlikely to be due to chance.
What is replication in research?
Repeat study to confirm
Replication is essential for verifying the reliability of research findings.
What is meta-analysis?
Combine many studies
Meta-analysis synthesizes findings from multiple studies to draw broader conclusions.
What is sampling bias?
Unrepresentative sample
Sampling bias occurs when the sample does not accurately reflect the population being studied.
What is the placebo effect?
Expectations change outcomes
The placebo effect occurs when participants experience changes due to their expectations rather than the treatment itself.
What is experimenter bias?
Expectations influence results
Experimenter bias can skew results if researchers inadvertently affect participants’ responses.
What is a double-blind procedure?
Fix for experimenter bias
In a double-blind study, neither participants nor researchers know who is receiving the treatment to prevent bias.
What is a key ethical consideration for human research participants?
Informed consent
Participants must be fully informed about the nature of the research and consent to participate.