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Test Bank for Educational Research: Fundamentals, Principles, and Methods 8th Edition by James H McMillan

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Test Bank for Educational Research: Fundamental Principles and Methods 8e 8th Edition by James H McMillan ISBN-13: 0092 Part I: Getting Ready for Research 1. Introduction to Research in Education 2. Ethical Issues, Principles, and Practices 3. Research Problems and Questions 4. Locating and Reviewing Related Literature Part II: Quantitative Research 5. Participants and Sampling for Quantitative Designs 6. Foundations of Educational Measurement 7. Quantitative Data Collection Techniques 8. Nonexperimental Quantitative Research Designs 9. Experimental Research Designs 10. Understanding Statistical Inferences Part III: Qualitative Research 11. Qualitative Research Designs 12. Qualitative Data Collection 13. Qualitative Data Analysis, Validity/Trustworthiness, and Reporting Part IV: Mixed Methods and Action Research 14. Mixed Methods Designs 15. Action Research Part V: Communicating Research Results 16. Writing Research Proposals, Reports, and Articles

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Institution
Educational Research
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Educational Research

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Uploaded on
November 11, 2025
Number of pages
463
Written in
2025/2026
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Educational Research: Fundamentals,
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Principles, and Methods – 8th Edition
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TEST BANK
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James H. McMillan
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Comprehensive Test Bank for Instructors
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and Students
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© James H. McMillan

All rights reserved. Reproduction or distribution without permission is prohibited.
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©STUDYSTREAM

, Table of Contents
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Chapter 1: Introduction to Research in Education.....................................................1
Learning Outcome Quizzes...........................................................................1
Application Exercises..................................................................................15
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Test Items................................................................................................... 20
Test Answer Key.........................................................................................28
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Copyright © 2022 Pearson Education, Inc. All Rights Reserved.

, Chapter 1: Introduction to Research in Education
Chapter 1 Learning Outcome Quizzes
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Learning Outcome 1.1: Know how the purpose of research, finding the signal, is
influenced by noise that distorts what is reported.
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[Q1]
Considering the signal and noise metaphor from Chapter 1, which of the following
represents “signal?”
1. Error
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2. Deviation
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.
Error serves to distract and is therefore considered noise.
[Feedback for Answer Choice 2]
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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.
[Feedback for Correct Answer 4]
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The signal is what is correct, actual, and true. True information certainly falls into this
category.
[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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Copyright © 2022 Pearson Education, Inc. All Rights Reserved.

, 4. Accurate understanding
[Feedback for Answer Choice 1]
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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]
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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.
[Feedback for Answer Choice 3]
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Recall that the signal is what is correct, actual, and true. When this definition is
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.”
[Q3]
Which of the following represents the components of an observed finding?
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1. Signal plus Noise [correct]
2. Signal
3. Noise
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4. Either signal or noise
[Feedback for Correct Answer 1]
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
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good researcher understands how to amplify the signal and drown out the noise.
[Feedback for Answer Choice 2]
Signal refers to what is correct, actual, and true, but this is not all that is included when
collecting data in educational research.
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[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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2
Copyright © 2022 Pearson Education, Inc. All Rights Reserved.

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