Research in Psychology
Methods and Design
Sixth Edition
C. James Goodwin
Western Carolina University
To Susan
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Library of Congress Cataloging-in-Publication Data
Goodwin, C. James.
Research in psychology methods and design / C. James Goodwin.—6th ed.
p. cm.
Includes bibliographical references and index.
ISBN 978-0-470-52278-3 (cloth)
1. Psychology—Research—Textbooks. 2. Psychology—Research—Methodology—Textbooks.
3. Psychology, Experimental—Textbooks. I. Title.
BF76.5.G64 2010
150.72—dc22
2009014320
Printed in the United States of America
10 9 8 7 6 5 4 3 2 1
Preface
..................................................................................................................................................................................................................................
The Philosophy of the Text
In the process of preparing six editions of this text, I have been guided by
several strong beliefs. First, I would like students to develop a clear sense of how
experimental psychologists think and how they do their work. Thus, the student
using this book will encounter thorough discussions of the nature of psychological
science and how it differs from pseudoscience, the logic of scientific thinking, and
the manner in which experimental psychologists (a) develop ideas and hypotheses
for research, (b) design their studies, (c) carry them out, (d) analyze them, and (e)
draw reasoned conclusions from them. Second, I want students to understand that
psychologists use a variety of methods in their attempts to understand psychological
phenomena. Although the book’s main focus is on the experimental method, there
is thorough treatment of numerous other research strategies. Third, because I believe
that researchers must always be aware of the ethical dimensions of their research,
I have placed the ethics chapter early in the book (Chapter 2) and have included
some additional discussion of ethics (Ethics Boxes) in every chapter in the book after
Chapter 2. Fourth, because I have a love for psychology’s history and believe that
nobody can understand psychology’s present without knowing something of its
past, I have incorporated some of the history of experimental psychology into the
text. Recognizing that my text is for a methods course and not for a history course,
however, I have only included historical information that illuminates important
methodological concepts. Fifth, and perhaps most important, although I believe
that doing psychological science is a joyful activity, it has been my experience that
some students enter the course with a sense of dread. They believe it will be boring,
difficult, and not especially relevant for them. To counter this, I have taken pains
to write a student-friendly book that is appealing (lots of interesting descriptions of
real research), understandable (clear writing in an interactive, conversational style),
and valuable (sharpening important critical thinking skills).
iii
Preface
iv
The Organization of the Text
The book includes twelve chapters, an epilogue, and several useful appendices.
By thoroughly explaining the scientific way of thinking and contrasting it with
nonscientific and pseudoscientific thinking, the opening chapter lays the groundwork for all that follows. Chapter 2 is devoted to research ethics and concerns
how the American Psychological Association’s most recent code of ethics is applied
to research with both human participants and animal subjects. The problem of
scientific fraud is also discussed. Chapter 3 examines the question of how ideas
for research originate and explains the continually evolving relationship between
theory and research. It also helps students learn to use psychology’s most important
electronic database (PsycINFO) and provides some tips about how to do a literature
review. Issues related to measurement and data analysis are the focus of Chapter 4,
which leads up to four consecutive chapters on the experimental method, psychology’s most important method because of the kind of conclusion (causal) that
can be drawn from it. There is a basic introduction to the experimental method
(Chapter 5), a discussion of control problems in experimental research (Chapter 6),
and two chapters devoted to experimental design (Chapter 7 on single-factor
designs and Chapter 8 on factorial designs). Descriptions of other methodological strategies follow in subsequent chapters. These include correlational research
(Chapter 9); quasi-experimental designs, applied research, and program evaluation
(Chapter 10); research using ‘‘small N’’ designs (Chapter 11); and two varieties of
descriptive research, observational research and surveys (Chapter 12). The appendices describe how to prepare the (in)famous APA-style research report, reprint
the APA ethics codes for human research, and provide feedback for the some of
the end-of-chapter applications exercises. Note the word ‘‘some.’’ So that you as
instructors can use some of these materials for homework assignments, I have given
students feedback on approximately half of the exercises, in Appendix C. Answers
to the remaining exercises can be found in the electronic Instructor’s Resources
(www.wiley.com/college/goodwin).
At various points in the text, there are boxed sections of three general types.
Origins boxes supply interesting information about the historical roots of experimental psychology and show how various research concepts and methods (e.g.,
the questionnaire) were created and have evolved over the years. Classic Studies
boxes describe well-known experiments (e.g., Bandura’s Bobo studies) that illustrate particular research designs and/or methodological issues. Finally, the previously
mentioned Ethics boxes reflect my belief that a consideration of research ethics should
occur in more than just a single chapter. The ethics boxes consider such topics as
informed consent, the operation of subject pools, and the proper use of surveys.
It is not uncommon for methods texts to begin with simple descriptive methods
(observation, survey, etc.), move through correlational and quasi-experimental
methods, and eventually reach the experimental method. There is certainly some
logic to this organizational scheme, but it is not the scheme I have chosen to use.
Rather, when teaching the course some years ago, I was always disturbed by how late
in the semester students were encountering such things as factorial designs—who
wants to be figuring out interactions while they are still digesting the Thanksgiving
turkey? I wanted to get to experiments sooner in the semester because I wanted to
be able to spend time on them if students ran into trouble. Also, because most of
Preface
v
my labs used experimental designs, I wanted students to have some understanding
of the studies they were running during the semester. So my chapter organization
reflects the way I teach the course—I like to get to experiments as soon as possible.
Reviewers of the text have been divided on the issue, with most liking the current
organization, but some preferring to start with descriptive methods. I have been
pleased to learn, however, that a number of reviewer/colleagues who like to begin
the course with descriptive methods have been using my text anyway, and simply
changing the chapter sequence to suit themselves. Thus, it is worth noting that the
text is to some degree modular and can be taught using several different arrangements
of chapters.
If Your Course Combines Research Methods and Statistics
In recent years, a number of psychology departments have taken their stand-alone
statistics and methodology courses and combined them into two sequential courses
that fully integrate statistics and methodology. The rationale for this is the unquestioned interdependence of the two. For instructors teaching in this way, the issue
then becomes what to do for a text—statistics texts don’t have enough methodology
and methodology texts don’t have enough statistics. One solution is to use a text
specifically written for the integrated course. A few are beginning to appear on the
market, but the choices are limited at this point. Another strategy is to adopt both
a stat text and a methods text, telling students that they will be using both books
both semesters, so the cost won’t be any greater than taking a traditional statistics
course followed by a methods course. The problem with this second strategy is that
statistics texts and methodology texts often use inconsistent language and slightly
different statistical symbol systems. Students can easily be confused about the t
test for dependent groups in their methodology text and the t test for correlated
samples in their statistics text, failing to realize that the two are identical. To solve
this problem, I have coordinated the rewriting of this book with Robert and John
Witte, who write a successful statistics text for Wiley (Statistics), now in its ninth
edition. That is, I have changed some of my statistical language and symbols so that
they match theirs exactly, and I have included occasional references to their fine
book. Thus, if you are teaching a combined course and wish to use separate statistics
and methods texts, adopting my book along with the Witte text will guarantee you
consistency both in the language and the statistical symbols.
Pedagogical Features of the Text
For the student, this text has several features designed to facilitate learning. These
include:
• At the start of each chapter, a brief preview of what is to be found in the chapter
and a set of specific learning objectives for the chapter.
• Throughout each chapter, periodic Self Tests, set off in small boxes, enabling
the student to test comprehension for a portion of a chapter just completed.
• At the end of each chapter, a comprehensive summary of important points, a
set of Review Questions, a set of Applications Exercises, and answers to the
Preface
vi
Self Tests. The review questions are short essay questions for discussion and
reflection. These review questions are not just definitional; they ask students to
apply some of the concepts learned in the chapter and to think critically about
them. The applications exercises include thought questions and problems to
solve that require using the concepts learned in the chapter. There is feedback
to about half of these exercises in Appendix C. The online Instructor’s Manual
includes feedback for the remaining exercises, which enables instructors to assign
some of the end-of-chapter exercise as graded homework.
• Key terms and concepts appear in boldface print throughout the book and
they are collected in a Glossary at the end of the book. To make it easier to find
where the descriptions of the Glossary terms are in the text, I have structured
the Subject Index so that the text page where a glossary term is first defined is
boldfaced.
• Throughout the text, there are numerous concrete examples of real research,
used to illustrate various methodological points and to enhance critical thinking.
These include forty detailed descriptions (called ‘‘Research Examples’’) and
dozens of other, briefer descriptions.
Electronic Resources
There are several electronic resources available for students and instructors. They
can be found here:
www.wiley.com/college/goodwin
Simply go to the site, find my textbook and click on Student or Instructor
Resources. Students can get to the materials directly; instructors must register with
Wiley because some of the materials (e.g., test bank) are password-protected. Here’s
what can be found.
For the Instructor:
• An Instructor’s Manual, organized by chapter, which provides numerous ideas
•
•
•
•
for in-class exercises, lecture elaborations, homework, and so on (many taken
from psychology’s best journal for teachers, Teaching of Psychology). It also includes
the answers for those end-of-chapter Applications Exercises that students won’t
find in Appendix C.
A Test Bank for each chapter that includes both objective (multiple choice and
fill-in-the-blank) items and written questions (short essays and comprehensive,
integrative essays).
A set of PowerPoint slides to accompany the chapters.
A Laboratory Manual— a set of materials and instructions that will enable you
to collect data in 20 different experiments.
Everything that is to be found in the Student materials.
Preface
vii
For the Student:
• Accompanying this text and available from the Wiley website is an electronic
Study Guide. The Study Guide includes concept questions for students to
answer as they work their way through chapters, sample objective test items
(fill-ins, matching, and multiple choice) with detailed feedback, and applications
exercises similar to the ones found at the ends of chapters in the main text.
• The Study Guide also includes two important aids for statistical analysis:
■
Detailed descriptions about how to calculate various statistical analyses by
hand (e.g., t tests, ANOVA); this has been coordinated carefully with the
Witte’s statistics text and replaces the Appendix C that appeared in earlier
editions of this text.
■
Because many departments rely on SPSS for statistical analysis, I have
included a detailed step-by-step SPSS Guide that my students have found
useful over the years.
Acknowledgments
This project would not have been started, much less completed and evolved
into a sixth edition, without the encouragement and support of many people,
most notably my dear wife of forty-plus years (Susan, retired now, but a former
corporate auditor good at keeping me on task, yet willing to let me sneak out for
an occasional semi-guilt-free 18 holes of mountain golf) and my children (Kerri,
a university professor and cognitive psychologist, and Charles, a full-time project
geologist for an environmental consulting firm and part-time graduate student).
The hundreds of students who have passed through my research methods course
have been my principal source of inspiration in writing the book—during the
years before I started writing the first edition, many of them told me to stop
complaining about the textbook being used at the time and write my own. I would
especially like to acknowledge Aimee Faso Wright, who was the leader of a group
of students interested in cognitive mapping and was the senior author of the sample
study on that topic in Appendix A. I’m delighted that she has earned a Ph.D. in
pharmacology, and only mildly disappointed that experimental psychology lost her.
To Darryl Bruce, my dissertation director, I owe a great debt. He first showed
me just how exciting research in psychology could be during my grad school days
in Tallahassee. Today, he is happily retired in beautiful Nova Scotia, which gives
Susan and me an excuse to visit a place with (relatively) cheap lobster. I would also
like to thank two of my colleagues in the Society for the Teaching of Psychology
(APA’s Division 2), Wayne Weiten and Steve Davis. At the very beginning of
the project, both were instrumental in convincing me that I actually could write a
book, and both continue to provide support, encouragement, and friendship.
Preface
viii
Thanks also go to the stalwart and thoughtful reviewers for the text. Sixth edition
reviewers included:
Chad Galuska, College of Charleston
Michael Marcell, College of Charleston
Christine Selby, Husson College
Stephen D. O’Rourke, The College of New Rochelle
Finally, the editors, production team, and marketing staff at Wiley have continued
to be first rate, making the entire process a breeze (or at least much less onerous
than I had any reason to expect). I am especially grateful for the editorial support of
Chris Johnson and Eileen McKeever, and for the skillful production work of Mark
Sehestedt and his team at Laserwords Maine.
CONTENTS
..................................................................................................................................................................................................................................
CHAPTER
1
Scientific Thinking in Psychology
Why Take This Course?
Ways of Knowing
6
Authority
Use of Reason
Experience
1
3
6
6
7
The Ways of Knowing and Science
Science as a Way of Knowing
9
10
Science Assumes Determinism
10
Science Makes Systematic Observations
Science Produces Public Knowledge
11
12
Box 1.1 ORIGINS—A Taste of Introspection
13
Science Produces Data-Based Conclusions
14
Science Produces Tentative Conclusions
16
Science Asks Answerable Questions
17
Science Develops Theories That Can Be Disproven
Psychological Science and Pseudoscience
Recognizing Pseudoscience
Associates with True Science
18
20
21
21
ix
Contents
x
Box 1.2 CLASSIC STUDIES—Disproving Phrenology
23
Relies on Anecdotal Evidence
25
Sidesteps Disproof
26
Reduces Complex Phenomena to Overly Simplistic
Concepts
27
The Goals of Research in Psychology
Description
Prediction
Explanation
Application
27
27
28
28
29
A Passion for Research in Psychology (Part I)
Eleanor Gibson (1910–2002)
B. F. Skinner (1904–1990)
CHAPTER
29
30
32
2
Ethics in Psychological Research 39
Developing the APA Code of Ethics
40
Box 2.1 CLASSIC STUDIES—Infants at Risk
Ethical Guidelines for Research with Humans
Judging Benefits and Costs: The IRB
46
Informed Consent and Deception in Research
41
46
50
Box 2.2 ETHICS—Historical Problems with Informed
Consent
56
Informed Consent and Special Populations
Treating Participants Well
60
Research Ethics and the Internet
63
Ethical Guidelines for Research with Animals
The Issue of Animal Rights
Using Animals in Psychological Research
67
The APA Code for Animal Research
69
Justifying the Study
70
Caring for the Animals
70
Using Animals for Educational Purposes
71
Data Falsification
71
72
64
65
Box 2.3 ORIGINS—Antivivisection and the APA
Scientific Fraud
58
66
Contents
xi
CHAPTER
3
Developing Ideas for Research in Psychology 81
Varieties of Psychological Research
82
Basic versus Applied Research
82
The Setting: Laboratory versus Field Research
85
Box 3.1 ETHICS—A Matter of Privacy
88
Quantitative versus Qualitative Research
Asking Empirical Questions
Operational Definitions
89
90
90
Developing Research from Observations of Behavior and
Serendipity
92
Box 3.2 ORIGINS—Serendipity and Edge Detectors
94
Developing Research from Theory
95
The Nature of Theory
95
The Relationship Between Theory and Data
Attributes of Good Theories
Falsification
100
97
100
Box 3.3 CLASSIC STUDIES—Falsification
and Der Kluge Hans
101
Parsimony
103
Misunderstandings about Theories
104
Developing Research from Other Research
105
Research Teams and the ‘‘What’s Next?’’ Question
Replication and Extension
108
106
Creative Thinking in Science
109
Reviewing the Literature
112
Computerized Database Searches
Search Tips
114
CHAPTER
112
4
Measurement and Data Analysis
123
What to Measure—Varieties of Behavior
Developing Measures from Constructs
124
125
Box 4.1 ORIGINS—Reaction Time: From Mental Chronometry
to Mental Rotation
128
Contents
xii
Evaluating Measures
130
Reliability
130
Validity
131
Reliability and Validity
134
Scales of Measurement
Nominal Scales
Ordinal Scales
Interval Scales
135
135
137
137
Box 4.2 CLASSIC STUDIES—Measuring Somatotypes on an
Interval Scale: Hoping for 4–4–4
138
Ratio Scales
Statistical Analysis
139
140
Descriptive and Inferential Statistics
Descriptive Statistics
141
141
Box 4.3 ETHICS—Lying with Statistics
149
Inferential Statistics
151
Hypothesis Testing
153
Type I and Type II Errors
154
Inferential Analysis
156
156
Interpreting Failures to Reject H0
Going Beyond Hypothesis Testing
157
Effect Size
158
Confidence Intervals
Power
160
CHAPTER
159
5
Introduction to Experimental Research
167
Essential Features of Experimental Research
169
Box 5.1 ORIGINS—John Stuart Mill and the Rules
of Inductive Logic
169
Establishing Independent Variables
171
Varieties of Independent Variables
Control Groups
172
Controlling Extraneous Variables
174
Measuring Dependent Variables
176
Manipulated versus Subject Variables
171
177
Drawing Conclusions When Using Subject Variables
180
Contents
xiii
Box 5.2 CLASSIC STUDIES—Bobo Dolls and
Aggression
182
The Validity of Experimental Research
184
Statistical Conclusion Validity
184
Construct Validity
185
External Validity
186
Other Populations
186
Box 5.3 ETHICS—Recruiting Participants: Everyone’s
in the Pool
187
Other Environments
Other Times
190
A Note of Caution
Internal Validity
191
189
190
Threats to Internal Validity
192
Studies Extending over a Period of Time
History and Maturation
Regression
194
Testing and Instrumentation
Participant Problems
196
Subject Selection Effects
Attrition
197
CHAPTER
192
193
195
196
6
Control Problems in Experimental Research 205
Between-Subjects Designs
207
The Problem of Creating Equivalent Groups
Random Assignment
Matching
210
208
208
Within-Subjects Designs
213
The Problem of Controlling Sequence Effects
217
Testing Once Per Condition
217
Complete Counterbalancing
218
Partial Counterbalancing
218
Testing More Than Once per Condition
Reverse Counterbalancing
221
Block Randomization
221
219
Control Problems in Developmental Research
224
Contents
xiv
Box 6.1 CLASSIC STUDIES—The Record for Repeated
Measures
226
Problems with Biasing
227
Experimenter Bias
228
Controlling for Experimenter Bias
Participant Bias
231
229
Box 6.2 ORIGINS—Productivity at Western Electric
Controlling for Participant Bias
232
234
Box 6.3 ETHICS—Research Participants Have Responsibilities
Too
236
CHAPTER
7
Experimental Design I: Single-Factor Designs 241
Single Factor—Two Levels
243
Between-Subjects, Single-Factor Designs
Within-Subjects, Single-Factor Designs
244
247
Box 7.1 CLASSIC STUDIES—Psychology’s Most Widely
Replicated Finding?
248
Analyzing Single-Factor, Two-Level Designs
252
Single Factor—More Than Two Levels
253
Between-Subjects, Multilevel Designs
254
Box 7.2 ORIGINS—Nonlinear Results: The Ebbinghaus
Forgetting Curve
255
Within-Subjects, Multilevel Designs
Presenting the Data
260
259
Types of Graphs
261
Analyzing Single-Factor, Multilevel Designs
Control Group Designs
263
267
Placebo Control Groups
Waiting List Control Groups
267
268
Box 7.3 ETHICS—Who’s in the Control Group?
Yoked Control Groups
CHAPTER
272
8
Experimental Design II: Factorial Designs 281
Factorial Essentials
282
Identifying Factorial Designs
283
269
Contents
xv
Outcomes—Main Effects and Interactions
Main Effects
284
Interactions
288
Interactions Sometimes Trump Main Effects
284
292
Combinations of Main Effects and Interactions
293
Box 8.1 CLASSIC STUDIES—To Sleep, Perchance
to Recall
297
Varieties of Factorial Designs
300
Mixed Factorial Designs
301
Factorials with Subject and Manipulated Variables: P × E
Designs
304
Recruiting Participants for Factorial Designs
311
Analyzing Factorial Designs
311
Box 8.2 ETHICS—On Being a Competent and Ethical
Researcher
313
Box 8.3 ORIGINS—Factorials Down on the Farm
CHAPTER
317
9
Correlational Research 325
Psychology’s Two Disciplines
326
Box 9.1 ORIGINS—Galton’s Studies of Genius
327
Correlation and Regression—The Basics
329
Positive and Negative Correlations
Scatterplots
331
Assuming Linearity
329
332
Restricting the Range
334
2
335
Coefficient of Determination—r
Regression Analysis—Making Predictions
Interpreting Correlations
336
339
Correlations and Causality
339
Directionality
339
Third Variables
342
Caution: Correlational Statistics versus Correlational
Research
344
Using Correlations
346
The Need for Correlational Research
Varieties of Correlational Research
346
347
Contents
xvi
Box 9.2 ETHICS—APA Guidelines for Psychological
Testing
348
Box 9.3 CLASSIC STUDIES—The Achieving Society
Multivariate Analysis
353
351
Multiple Regression
354
Factor Analysis
355
CHAPTER
10
Quasi-Experimental Designs and Applied
Research 363
Beyond the Laboratory
365
Applied Psychology in Historical Context
367
Box 10.1 CLASSIC STUDIES—The Hollingworths, Applied
Psychology, and Coca-Cola
369
Design Problems in Applied Research
Quasi-Experimental Designs
370
371
Nonequivalent Control Group Designs
Outcomes
373
372
Regression and Matching
375
Interrupted Time Series Designs
381
Outcomes
381
Variations on the Basic Time Series Design
Research Using Archival Data
384
386
Program Evaluation
390
Box 10.2 ORIGINS—Reforms as Experiments
390
Planning for Programs—Needs Analysis
392
Monitoring Programs—Formative Evaluation
395
Evaluating Outcomes—Summative Evaluation
395
Weighing Costs—Cost-Effectiveness Analysis
397
A Note on Qualitative Analysis
399
Box 10.3 ETHICS—Evaluation Research and Ethics
CHAPTER
400
11
Small N Designs 407
Research in Psychology Began with Small N
Box 11.1 ORIGINS—Cats in Puzzle Boxes
Reasons for Small N Designs
413
408
411
Contents
xvii
Misleading Results from Statistical Summaries
of Grouped Data
413
Practical Problems with Large N Designs
The Experimental Analysis of Behavior
Operant Conditioning
Applied Behavior Analysis
416
416
417
421
Box 11.2 ETHICS—Controlling Human Behavior
Small N Designs in Applied Behavior Analysis
Elements of Single-Subject Designs
Withdrawal Designs
426
Multiple Baseline Designs
428
Changing Criterion Designs
Other Designs
436
422
425
425
435
Evaluating Single-Subject Designs
438
Case Study Designs
440
Box 11.3 CLASSIC STUDIES—The Mind
of a Mnemonist
442
Evaluating Case Studies
CHAPTER
443
12
Observational and Survey Research Methods 451
Observational Research
452
Varieties of Observational Research
452
Naturalistic Observation
453
Participant Observation
454
Box 12.1 CLASSIC STUDIES—When Prophecy Fails
Challenges Facing Observational Methods
Absence of Control
457
Observer Bias
458
Participant Reactivity
Ethics
459
457
459
Survey Research
463
Box 12.2 ORIGINS—Creating the ‘‘Questionary’’
Probability Sampling
Random Sampling
Stratified Sampling
Cluster Sampling
455
466
468
470
470
464
Contents
xviii
Varieties of Survey Methods
471
Interviews
471
Phone Surveys
472
Electronic Surveys
473
Written Surveys
474
Creating an Effective Survey
475
Types of Survey Questions or Statements
Assessing Memory and Knowledge
478
Adding Demographic Information
478
A Key Problem: Survey Wording
Surveys and Ethics
475
479
481
Box 12.3 ETHICS—Using and Abusing Surveys
EPILOGUE
What I Learned in My Research Methods Course
A Passion for Research in Psychology (Part II)
Elliot Aronson
Elizabeth Loftus
APPENDIX
482
491
494
494
496
A
Communicating the Results of Research
in Psychology 499
Research Reports, APA Style
General Guidelines
500
Writing Style
500
Reducing Bias in Language
Avoiding Plagiarism
504
Miscellaneous
505
499
501
Main Selections of the Lab Report
506
Title Page
506
The Manuscript Page Header/Page Number
Running Head
506
Title/Author/Affiliation
507
Abstract
508
Introduction
509
APA Citation Format
Method
510
509
506
Contents
xix
Results
510
Reporting the Data: Statistics
511
Portraying the Data: Tables and Figures
Discussion
512
References
513
Presentations and Posters
514
Tips for Presenting a Paper
Tips for Presenting a Poster
514
515
APPENDIX
511
B
The Ethics Code of the American Psychological
Association 533
The APA Ethics Code for Research with Human
Participants
533
APPENDIX
C
Answers to Selected End-of-Chapter Applications
Exercises 539
GLOSSARY
561
REFERENCES
573
NAME INDEX
589
SUBJECT INDEX
595
Summary of
Research Examples
CHAPTER
PAGE
RESEARCH
EXAMPLE #
4
126
1
4
127
2
4
133
3
5
173
4
5
178
5
6
222
6
6
230
7
7
245
8
7
246
9
7
247
10
7
250
11
7
256
12
7
259
13
7
271
14
7
272
15
8
286
16
8
290
17
8
301
18
TOPIC
Habituation
Infants’ understanding of gravity
Reaction Time
Imagery and mental rotation
Construct Validity
A connectedness to nature scale
Experimental and Control Groups
False memories for egg salad
Using Subject Variables
Culture and field dependence/independence
Counterbalancing with Block Randomization
Judging size through auditory perception
Using a Double Blind
Caffeine, aging, and memory
Independent Groups
Insecurity and materialistic values
Matched Groups
Sleep deprivation and leading questions
Nonequivalent groups
Traumatic brain injury and sarcasm detection
Repeated Measures
Moving rooms and balance
Multilevel Independent Groups
Cartoons, context, and memory
Multilevel Repeated Measures
The alleged Mozart effect
Using Both Placebo and Waiting List Control
Groups
Subliminal self-help and weight loss
A Yoked Control Group
EMDR and anxiety
Main Effects
Closing time and attractiveness
An Interaction with No Main Effects
Context-dependent memory and studying
A Mixed Factorial with Counterbalancing
Looming spiders, self-efficacy, and fear
xxi
Summary of Research Examples
xxii
CHAPTER
PAGE
RESEARCH
EXAMPLE #
8
303
19
8
307
20
8
309
21
9
341
22
9
347
23
9
349
24
9
352
25
10
366
26
10
378
27
10
380
28
10
383
29
10
388
30
10
394
31
10
398
32
11
427
33
11
429
34
11
431
35
11
433
36
11
435
37
TOPIC
A Mixed Factorial without Counterbalancing
Release from PI in TV news
A Factorial Design with a P × E Interaction
Stereotype threat in math
A Mixed P × E Factorial with Two Main
Effects
Cell phones and driving
Correlations and Directionality
TV and aggression
Correlations and Psychological Testing
Reliability and validity of the K · ABC
Correlations in Personality and Abnormal
Psychology
Physical attractiveness and happiness
Correlations and Nature-Nurture
Genetics and personality
Applied Research
The cognitive interview and witness memory
A Nonequivalent Control Group Design
Coaching and self-esteem
A Nonequivalent Control Group Design
without Pretests
Earthquakes and nightmares
An Interrupted Time Series Design
Incentives and worker productivity
A Quasi-Experimental Design Using Archival
Data
A room with a view
Assessing Need
Planning for employee wellness
Assessing Costs and Benefits
Cardiac wellness in the workplace
An A-B-A-B Design
On-task performance and ADHD
Multiple Baselines Across Subjects
Help for stuttering
A Multiple Baseline Design Across Behaviors
Improving linebacker play
Multiple Baselines Across Settings
Help for uncontrolled drooling
A Changing Criterion Design
Exercise and weight
Summary of Research Examples
xxiii
CHAPTER
PAGE
RESEARCH
EXAMPLE #
12
460
38
12
462
39
12
483
40
TOPIC
A Naturalistic Observation
Parents and children in a science museum
A Structured Observational Study
Helping behavior among children
An Attitude Survey with Cluster Sampling
Attitudes toward animal research