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Controlling Variables
Ensures that the findings of a study are accurate and that the IV directly affects the DV without interference from extraneous variables.
Extraneous Variables
Any variable other than the IV that affects the DV.
Confounding Variables
An extraneous variable that systematically affects one condition more than another.
Situational Variables
Aspects of the environment that may influence behavior, such as noise, lighting, and temperature.
Participant Variables
Individual differences between participants, such as intelligence or mood, that affect the DV.
Standardization
Keeping procedure, materials, and instructions the same for all participants to eliminate procedural inconsistencies.
Randomization
Using random allocation to assign participants to different conditions to reduce participant variables.
Counterbalancing
Alternating the order of conditions in Repeated Measures Design to control for order effects.
Single-Blind Design
Participants do not know which condition they are in, reducing demand characteristics.
Double-Blind Design
Both participants and experimenters do not know the condition assignments to prevent researcher bias.
Pilot Study
A small-scale trial before the main experiment to identify uncontrolled variables early.
Validity
The extent to which a study measures what it claims to measure and produces accurate results.
Internal Validity
The extent to which the study controls confounding variables, ensuring changes in the DV are caused by the IV.
Ecological Validity
The extent to which findings generalize to real-world settings.
Mundane Realism
The degree to which tasks in a study resemble real-life situations.
Face Validity
The extent to which a test appears to measure what it claims to measure based on superficial assessment.
Concurrent Validity
The extent to which a new test correlates with an established, validated measure.
Generalizability
The extent to which study findings apply to different populations, settings, and time periods.
Demand Characteristics
Participants altering behavior based on perceived study aims, reducing validity.
Researcher Bias
Researcher expectations influencing participant behavior or result interpretation.
Extraneous Variables
Uncontrolled factors affecting the DV outside of the IV’s influence.
Social Desirability Bias
Participants responding in a way that appears favorable rather than truthfully.
Reliability
The consistency and repeatability of a research method, ensuring stable results across time and conditions.
Internal Reliability
Consistency within a study, ensuring all participants experience the same standardized conditions.
External Reliability
Consistency over time, allowing for the study to be replicated with the same results.
Inter-Rater Reliability
The degree to which two or more observers produce the same qualitative data from the same event.
Split-Half Method
A method for checking internal consistency by comparing results from two halves of a test.
Test-Retest Method
Administering the same test twice to the same participants at different times to check for stability.
Validity vs. Reliability
Validity measures accuracy of the study, while reliability measures consistency of the results.
Ethical Guidelines
Standardized principles ensuring research is ethical, responsible, and minimizes harm.
Privacy in Research
Ensures no invasion of personal space or unauthorized access to personal data.
Debriefing in Research
Full explanation of study aims and consequences provided to participants after participation.
Protection from Harm
No participant should experience greater risk than in daily life during the research.
Informed Consent
Participants must be given sufficient details before agreeing to partake in a study.
Right to Withdraw
Participants must be able to leave at any time and request removal of their data.
Deception in Research
Deliberate misinformation about the study that is allowed only under certain ethical justifications.
Confidentiality
Participant identity and data must be kept secure and anonymous.
Replacement in Animal Research
Consider alternatives instead of using live animals in research.
Species & Strain in Animal Research
Select a scientifically appropriate species and consider prior experience and welfare.
Minimum Numbers in Animal Research
Use the smallest number of animals necessary to achieve research goals.
Procedures in Animal Research
Minimize stress, discomfort, or injury requiring a Project Licence in animal studies.
Pain & Distress in Animal Research
Avoid suffering in animal research and monitor for adverse effects.
Application of Psychology
The practical use of psychological theories and research findings to improve human behavior.
Individual vs Situational Explanations
Examines whether behavior is influenced by internal factors or external factors.
Nature vs Nurture Debate
Explores whether behavior is determined by biological/genetic influences or social influences.
Use of Children in Research
Key ethical considerations include informed consent and protection from harm.
Risk Assessment in Research
A pre-study risk analysis conducted to ensure the safety of participants.