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Experimental Research Design
A controlled study where the researcher manipulates one variable (independent variable) and observes its effect on another (dependent variable)
How to Improve Experimental Research Designs Reliability
Standardized procedure, precise measurement, repeated trials, control over extraneous variables
How to Improve Experimental ResearchDesign Validity
Randomised sampling and assignment, control group, blinding, ecological validity
Experimental Research Design Advantages
High reliability, high internal validity, circumstantially high external validity
Observational Research Design
A study where researchers observe and record behavior without direct intervention.
How to Improve Observational Research Design Reliability
Inter-rate reliability, consistent observation conditions, behavioural coding systems
Observational Research Design Validity Features
Observer training, naturalistic observation, minimizing observer effects
Observational Research Design Advantages
Higher reliability, higher ecological validity, higher internal validity
Qualitative Research Design
A study that explores experiences, opinions, or social phenomena using non-numerical data (e.g., interviews, focus groups, case studies).
Qualitative Research Design Reliability Features
Structured interviews, multiple coders for data analysis, audit trail, consistent data collection methods
Qualitative Research Design Validity Features
Triangulation, member checking, extensive description, reflexivity
Qualitative Research Design Advantages
Higher credibility, higher construct validity, higher ecological validity
Independent Variable
The variable you manipulate or vary in an experimental study to explore its effects
I.e the altered room temperature
Dependent Variable
The variable that changes as a result of the independent variable manipulation
I.e the mood and responses of the participants differing based on room temperature
Subjective Quantitative Research
Numerical results based on subjective opinion rather than factual data
Objective Quantitative Research
Numerical results based on factual data rather than subjective opinion
Delphi Technique
A forecasting process and structured communication procedure that involves finding consensus of opinion via the anonymous responses of experts to questionnaires.
Constant Variable
The variable that is held constant throughout the course of the experiment
I.e the questions asked of the participants post experiment
Extraneous Variable
The external variable out of the control of the experiment and its researchers
I.e the weather during an outdoors experiment
Internal Validity
The extent to which a research study establishes a trustworthy cause-and-effect relationship
Internal Reliability
The extent to which different items within a single test can measure the same concept or construct
Biopsychosocial Model
Biological, psychological and social contributors and phenomena
External Reliability
The extent to which a test can produce similar results over repeated administrations and or under different conditions
External Validity
How well the outcome of a research study can be expected to apply to other settings
Trends
The general, sustained direction in which human behaviors, attitudes, emotions, or cognitive patterns change over a period of time
Patterns
Regular, repeated consistencies in a field data or individuals behaviour
Correlation
When a variables change is accompanied by the change of another.
Mean
The average or central value of a set of numbers/numerical data
How to calculate: add the provided numbers together and divide by the amount of numbers given
Median
The middle value in a set of numbers/numerical data
How to calculate: arrange the provided numbers in order from smallest to largest, find the middle position (if there are an even amount of numbers, calculate through adding the two middle numbers and divide them by two)
Sample Size
The total number of observations, individuals, items or data points selected from a greater population in order to represent said population
Ethical Considerations
Informed consent, voluntary participation, right to withdraw, privacy rights, accurate reporting, debriefing
Conclusions
The final judgment or interpretation drawn from empirical data or the closing section of a psychological research paper or essay that wraps up the main findings
Hypothesis
A critical prediction of what an experiments results could entail/be
Representativeness of Sample
A smaller subset of a target population that accurately mirrors the key traits, demographics, and proportions of that larger group
(General) Limitation
A constraint, boundary, or restriction that affects an individual's thoughts, behaviors, emotions, or functional capacity
Standard Deviation
A statistical measure that tells you how far apart numbers in a data set are spread out from the average
(General) Validity
The extent to which data represents the variable it is intended to
(General) Reliability
The consistency and stability of a measurement tool or study
Internal Limitation (Threats to Internal Validity)
Mental barriers, assumptions, or cognitive constraints that originate within an individual rather than from the outside environment
External Limitations (Threats to External Validity)
Constraints that prevent the results of a psychological study from being generalized or applied to real-world settings, different populations, or other times
Psychological Factors (Biopsychosocial Model)
Self esteem, coping mechanisms, social skills and capabilities
Biological Factors (Biopsychosocial Model)
Physical health, disability, genetic predisposition and vunerabilities
Social Factors (Biopsychosocial Model)
Peers, familial circumstance, school
Communication and Collaboration
The understanding that science is a global enterprise where people communicate to review and verify their results. Science is progressed through the collaboration with stakeholders and sharing evidence across multiple disciplines.
Development and Application
The understanding that developments in research/technology has led to advancements in psychological understanding. Application of psychological understanding enables scientists to develop solutions to many societal factors.
Influence
The understanding that psychological knowledge and its application is influenced by societal perspectives. Societal perspectives are influenced by psychological knowledge and its application. The use of psychological knowledge may have beneficial or unexpected consequences that require monitoring and ethical evaluation.
Longitudinal Study
A research design that continuously or repeatedly measures to follow particular individuals over prolonged periods of time—often years or decades