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In correlational research, there is no independent or dependent variable (s) It's the factor that researchers believe may have a causal effect on the dependent variable. We only have variables of interest
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An independent variable is the variable you manipulate or vary in an experimental study to explore its effects The independent variable, often denoted as x, is the variable that is manipulated or controlled by the researcher intentionally It’s called “independent” because it’s not influenced by any other variables in the study.
Since the researchers are manipulating the study time to see its effect on test scores, study time is the independent variable
The test scores are the dependent variable because they are expected to change depending on the amount of study time. In research, an independent variable is the factor you deliberately change or control, while a dependent variable is the outcome you measure Think of it as cause and effect — the independent variable is the cause you manipulate, and the dependent variable is the effect you observe. In our case, the independent variable is the amount of time spent studying
This is the factor that the student or researcher can change in order to observe its effect on test scores. In a research study, the independent variable is the one that is manipulated or changed to observe its effect on another variable In this case, we are examining the relationship between study time and exam scores. Read the following experiments, identify the independent, dependent, and control variables
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For example, in a study examining the impact of study hours on test scores, the test score is the dependent variable Understanding dependent variables is crucial because they provide valuable insights into the relationship between variable types. Variables in research and statistics are of different types—independent, dependent, quantitative (discrete or continuous), qualitative (nominal/categorical, ordinal), intervening, moderating, extraneous, confounding, control, and composite In this article we compare the first two types— independent vs dependent variables.
What is an independent variable
