2. Issues of experimental design, variables and operationalization Flashcards
What is the method in nutshell?
You have a theory that attempts to explain a particular phenomenon of interest. That theory is used to generate a hypothesis (if theory X is true, it follows logically that Y should occur). You test the hypothesis and then, if necessary, update your theory
What are the elements that make up the Scientific Method?
authority, intuition, rationality, empiricism
How is the Scientific Method characterised?
by the development of theories which have explanatory and predictive capacity and which must be testable and refutable
What makes a good theory?
It must make predictions that can be tested and by test the theory can be refuted
What are the objectives of psychological research?
To develop theories that describe, explain and predict aspects of psychological functioning
What does it mean to describe a phenemenon?
portraying the phenomenon accurately
What does it mean to explain a phenomenon?
identifying the cause(s) of the phenomenon
What does it mean to predict a phenomenon?
identifying risk factors of a phenomenon can help you to predict when it might happen
How does one conduct a research?
Identify the phenomena of interest.
Read scientific literature
formulate a research question
identify the best method to address the research question
what are the questions to be asked when reading scientific literature?
is there an established theory that generates predictions about the phenomena?
If not, what evidence is needed to allow a theory to be developed?
If there are competing theoretical perspectives, ask what evidence is needed to establish which theory is correct
what are quantitative studies?
collecting numerical data to answer research questions
What are qualitative studies?
collecting non-numerical data to answer research questions
what are mixed method research?
Employing a combination of quantitative data and qualitative data.
Quantitative data provides an incomplete analysis of what is being investigated.
Qualitative data adds additional level of understanding.
How do quantitative methods work?
you have a hypothesis and then you collect some kind of numerical data to test that hypothesis
what is a variable?
something that varies, takes on different values or categories
what are categorical variables
varies by type or kind e.g. gender religion, university course, type of therapy (NOMINAL MEASUREMENT)
What are continuous variables?
varies by degree or amount e.g. reaction time, height, age, anxiety level (INTERVAL / RATION MEASUREMENT)
What are independent variables?
presumed to cause change in another variable.
It is often manipulated by the researcher
What are dependent variables?
the presumed effect or outcome of the study
The variable that is measured by the researcher and influenced by the IV.
What are the general questions of quantitative research?
are the changes in the IV associated with the changes in the DV?
Or does changes in the IV cause changes in the DV?
What are extraneous variables?
variables that competes with the IV in explaining the outcome of the DV.
They are all of the things that might impact upon a person’s ability to perform a task.
It is important to try to control for Extraneous variables
Confounding variables
an extraneous variable that is allowed to co-vary along with the levels of the IV
Having a confound is pretty serious because it means that you really cannot tell whether it is the IV or the confounding that is affecting performance
what are mediation or intervening variables?
occurs between two other variables in a causal chain.
e.g. anxiety causes distraction (mediation variable) which affects memory
moderating variable?
qualify a causal relationship as dependent on another variable
e.g. the impact of anxiety on memory is different for men and women (sex is a moderating variable)