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Donna, a reading specialist, compared reading motivation between two fifth grade classes. For one class she provided a free selection of books of their
Choice. For the other class she pre-selected the books for the students. Her
Hypothesis was that students given more choice in the library would have higher
Motivation to read. Her hypothesis was supported. Lisa, when reading her report, wondered if there were pre-existing differences between the classes that were not
Considered or if there were extraneous variables not addressed. These oversights
In Donna's work are primarily a problem with her
Nonsampling Errors
Errors that occur in data collection processes other than random sampling errors, often due to human error.
Research Error
A mistake or discrepancy that occurs during the process of gathering, analyzing, interpreting, or presenting research data.
Big Data
Pertains to immensely vast collections of data that can be examined through computational methods to uncover patterns, trends, and relationships, particularly in the context of human behavior and interactions.
Velocity
The speed at which the data are generated.
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