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Educational Research:
Fundamentals, Principles,
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And Methods
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Eighth Edition
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By James H. McMillan
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INSTANT DOWNLOAD
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COMPLETE CHAPTERS
COMPLETE ANSWERS
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Chapter 1: Introduction to Research in Education
Chapter 1 Learning Outcome Quizzes
Learning Outcome 1.1: Know how the purpose of research, finding the signal, is
influenced by noise that distorts what is reported.
[Q1]
Considering the signal and noise metaphor from Chapter 1, which of the following
represents “signal?”
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1. Error
2. Deviation
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3. True information [correct]
4. Randomness
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[Feedback for Answer Choice 1]
Recall that the noise is composed of factors that drown out, distort, or dilute the signal.
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Error serves to distract and is therefore considered noise.
[Feedback for Answer Choice 2]
Recall that the noise is composed of factors that drown out, distort, or dilute the signal.
Deviations cause difficulty for researchers and are considered noise.
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[Feedback for Correct Answer 4]
The signal is what is correct, actual, and true. True information certainly falls into this
category.
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[Feedback for Answer Choice 4]
Recall that the noise is composed of factors that drown out, distort, or dilute the signal.
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There is always the possibility that the results of a study are simply due to randomness,
which is why study replication is important.
[Q2]
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Considering the signal and noise metaphor from Chapter 1, which of the following
represents “noise?”
1. Reality
2. Randomness [correct]
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3. Actual relationship
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4. Accurate understanding
[Feedback for Answer Choice 1]
Recall that the signal is what is correct, actual, and true. When this definition is
considered, reality would be classified as “signal” and not “noise.”
[Feedback for Correct Answer 2]
Recall that “noise” is composed of factors that drown out, distort, or dilute the signal.
Randomness is always a possible reason for the occurrence of a set of data, and
therefore should be considered noise.
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[Feedback for Answer Choice 3]
Recall that the signal is what is correct, actual, and true. When this definition is
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considered, actual relationships would be classified as “signal” and not “noise.”
[Feedback for Answer Choice 4]
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Recall that the signal is what is correct, actual, and true. When this definition is
considered, accurate understanding would be classified as “signal” and not “noise.”
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[Q3]
Which of the following represents the components of an observed finding?
1. Signal plus Noise [correct]
2. Signal
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3. Noise
4. Either signal or noise
[Feedback for Correct Answer 1]
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Observed findings in educational research are always the result of signal and noise.
There are always variables that will be accurate and there will always be distractors. A
good researcher understands how to amplify the signal and drown out the noise.
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[Feedback for Answer Choice 2]
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Signal refers to what is correct, actual, and true, but this is not all that is included when
collecting data in educational research.
[Feedback for Answer Choice 3]
Noise refers to factors that drown out, distort, or dilute the signal. Therefore, observed
findings certainly do not consist of pure noise.
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[Feedback for Answer Choice 4]
Observed findings are more complex than simply including either signal or noise.
Learning Outcome 1.2: Explain why empirical research is important as an approach to
generating and applying knowledge.
[Q1]
People use the term research to describe many processes that would not be considered
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research using the definition given in the text, such as writing a “research paper” from
the library. A more complete definition of empirical research includes which of the
following?
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1. A systematic process of gathering and interpreting data [correct]
2. A disciplined process of reporting information
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3. An experimental method for collecting and analyzing data
4. An organized, step-wise process for evaluating knowledge
[Feedback for Correct Answer 1]
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This definition involves a systematic, disciplined inquiry process, which can include
gathering information and facts, referencing material, collecting and analyzing data, and
making inferences.
[Feedback for Answer Choice 2]
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Research is certainly a disciplined process, but this is not the best answer choice.
[Feedback for Answer Choice 3]
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Experimental research is important, but it is not the only approach to research.
[Feedback for Answer Choice 4]
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Research must be organized, but research is not only about knowledge evaluation.
[Q2]
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As sources of knowledge, experience, intuition, and tradition serve which of the
following roles in educational research?
1. They have a significant role in helping to choose a research question but should play
no part in analysis or conclusions. [correct]
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