Research Design Flashcards
A variable is an _______________________ when it is believed to affect or alter status on another variable (the dependent variable).
independent variable
A variable is a _________________ when status on that variable seems to depend on status on another variable (the independent variable).
dependent variable
Often referred to as the “treatment” or “intervention” and is symbolized with the letter “X”
independent variable
Considered the outcome of the treatment and measured by pretests and posttests and symbolized by the letter “Y.”
dependent variable
A psychologist has designed a self-control procedure that incorporates the techniques of self-monitoring, self-instruction, and self-reinforcemnt. The psychologist believes that use of the self-control procedure will improve the academic achievement of children who have received a diagnosis of ADHD. He plans to test his hypotheses by comparing the academic achievement of children with ADHD who have and have not received training in the procedure. The research question is as follows: What are the effects of a self-control procedure on the academic achievement of children who have received a diagnosis of ADHD?
Name the independent variable and the dependent variable
Self-control procedure (IV) Academic achievement (DV)
A method of behavior sampling that involves observing behavior for a period of time that has been divided into equal intervals.
Interval recording
A method of behavior sampling that entails observing a behavior each time it occurs.
Even sampling (recording)
An alternative to behavioral sampling and is used when the goal of the study is to observe a behavior in a number of settings.
Situational sampling
Involves investigating the effects of an independent variable on a dependent variable but does not provide an investigator with the same degree of experimental control as true experimental research.
Quasi-experimental research
Provides the amount of control necessary to conclude that observed variability i a dependent variable is actually caused by variability in an independent variable. When conducting this type of study, an investigator is not only able to control the experimental conditions and determine which levels of the independent variable to include in the study, but, most important, is able to randomly assign subjects to different treatment groups.
True experimental research/study
Helps ensure that any observed differences between groups on the dependent variable are actually due to the effects of the independent variable.
Random assignment of subjects to groups or “Randomization”
The best way to make sure that a sample is representative of the population is to use a systematic sampling (selection) technique. Match the standard sampling technique to the correct definition:
a. Simple Random Sampling
b. Stratified Random Sampling
c. Cluster Sampling
- ___ Entails selecting units of individuals rather than individuals and either including all individuals in those units in the research study or randomly selecting individuals from each unit. Useful when it is not possible to identify or obtain access to the entire population of interest.
- ___ When using this method, every member of the population has an equal chance of being included in the sample, and the selection of one member from the population has no effect on the selection of another member. Reduces the probability that a sample will be biased in some way, especially when the sample size is large.
- ____ When the population of interest varies in terms of specific characteristics that are relevant to the research hypothesis, an investigator can use this method to ensure that each characteristic is represented in the sample. This involves dividing the population into the appropriate strata and randomly selecting subjects from each stratum. Typical strata include gender, age, education level, SES, and racial, ethnic, or cultural background.
- c
- a
- b
Random _______ allows an investigator to be more certain that an observed effect not he DV was actually caused by the IV, while random __________ enables the investigator to generalize his/her findings from the sample to the population.
assignment; selection
Any characteristic, behavior, event, or other phenomenon that is capable of varying, or existing in at least two different states, conditions, or levels
variable
What is one way to help distinguish between independent and dependent variables?
What is the effect of (independent variable) on (dependent variable)?
Name the independent and dependent variable(s) in the following scenario:
A psychologist has designed a selff-control procedure that incorporates the techniques of self-monitoring, self-instruction, and self-reinforcement. The psychologist believes that use of the self-control procedure will improve the academic achievement of children who have received a diagnosis of ADHD. He plans to test his hypothesis by comparing the academic achievement of children with ADHD who have and have not received the training procedure.
The research question would be completed in the following way for this study: What are the effects of a self-control procedure on the academic achievement of children who have received a diagnosis of ADHD? Completion of the question indicates that this study has one independent variable (self-control procedure) and one dependent variable (academic achievement).
When conducting an experimental research study, an experimenter wants a design that will maximize variability in the dependent variable that is due to the ______________, control variability due to _______________, and minimize variability due to _____________.
independent variable; extraneous variables (systematic error); random error
Experimental variability, or variability in the dependent that is due to the ___________ variable,, is maximized when groups are made as different as possible with respect to that variable, while variability due to _______ error is minimized by ensuring that random fluctuations in subjects, conditions, and measuring instruments are eliminated or equalized among all treatment groups.
independent; random