Exam 7: Quantitative Research Designs
Only the classical form of experimentation is susceptible to researcher influence and procedural bias.
False
Selecting a random sample is the same as randomly assigning individuals to treatment and control groups.
False
Describe the difference between a main effect and an interaction effect.
A main effect refers to the overall impact of one independent variable on the dependent variable, without considering the influence of any other variables. In other words, it shows the average effect of one variable across all levels of another variable. For example, in a study examining the effects of both gender and age on job performance, the main effect of gender would show the average difference in job performance between males and females, regardless of age.
On the other hand, an interaction effect occurs when the effect of one independent variable on the dependent variable changes depending on the level of another independent variable. In other words, the impact of one variable is not consistent across different levels of another variable. Using the same example, an interaction effect between gender and age would indicate that the effect of gender on job performance varies depending on the age of the individuals. This means that the difference in job performance between males and females is not the same for all age groups.
In summary, the main effect shows the overall impact of one variable, while an interaction effect demonstrates how the effect of one variable changes depending on the level of another variable. Both are important in understanding the complex relationships between variables in research.
A manipulation check verifies that participants regarded the independent variable in the various ways that the researcher intended.
Match the following terms and descriptions of research designs. Some responses can be used more than once.
-two or more independent variables atr tested for the ifluence o the dependent variable.
Some control is lost when an experiment moves from the lab to the field. Thus, field experiments are considered quasi-experiments rather than experiments.
Explain the effects on a study's results if the manipulation check demonstrates that participants did not view the different treatments of the independent variable in the way intended.
Researchers can influence the results of any experimental design by:
The underlying principle of random assignment of participants to treatment groups is that any differences among individuals before the treatment are minimized by the random assignment.
Match the following terms and descriptions of research designs. Some responses can be used more than once.
-can test for an interaction effect
The strength of experimental designs is that the degree of control helps eliminate rival explanations for the changes observed.
Describe the effect of random assignment of participants to treatment groups.
Explain the advantages researchers accrue when they conduct experiments in lab environments.
Using an example, describe an appropriate use of a descriptive research design.
In experimental research designs, participants in the control group never receive any form of treatment of the independent variable.
Match the following terms and the descriptions of research designs. Some responses can be used more thanonce.
-the terms presictor variable and criterion variable and dependent for the terms independent variable and dependent variable, respectivly.
Using sex as the independent variable, explain why some researchers question the reliability of relying on natural variation of the independent variable in quasi-experimental designs.
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