About the Author |
|
xiii | |
Acknowledgments |
|
xv | |
Preface |
|
xvii | |
To the Student-How to Use SPSS With This Book |
|
xxv | |
|
P.1 Overview of SPSS: What Are You Looking At? |
|
|
xxv | |
|
P.2 Preview of SPSS in Focus |
|
|
xxix | |
Section I: Scientific Inquiry |
|
|
Chapter 1 Introduction to Scientific Thinking |
|
|
3 | (28) |
|
1.1 Science as a Method of Knowing |
|
|
4 | (1) |
|
1.2 The Scientific Method |
|
|
5 | (9) |
|
1.3 Other Methods of Knowing |
|
|
14 | (4) |
|
|
18 | (2) |
|
1.5 Approaches in Acquiring Knowledge |
|
|
20 | (2) |
|
1.6 Distinguishing Science From Pseudoscience |
|
|
22 | (9) |
|
Chapter 2 Generating Testable Ideas |
|
|
31 | (30) |
|
2.1 Generating Interesting and Novel Ideas |
|
|
32 | (2) |
|
2.2 Converting Ideas to Hypotheses and Theories |
|
|
34 | (3) |
|
2.3 Developing Your Idea: Deduction and Induction |
|
|
37 | (3) |
|
2.4 Performing a Literature Review |
|
|
40 | (6) |
|
2.5 Ethics in Focus: Giving Proper Credit |
|
|
46 | (1) |
|
2.6 The "3 Cs" of an Effective Literature Review |
|
|
47 | (4) |
|
2.7 Testing Your Idea: Confirmation and Disconfirmation |
|
|
51 | (3) |
|
2.8 Ethics in Focus: Publication Bias |
|
|
54 | (7) |
|
Chapter 3 Research Ethics |
|
|
61 | (36) |
|
3.1 Ethics in Behavioral Research |
|
|
62 | (1) |
|
3.2 The Need for Ethics Committees in Research: A Historical Synopsis |
|
|
62 | (7) |
|
3.3 Ethics in Focus: Examples From Psychology |
|
|
69 | (4) |
|
3.4 Human Participant Research: IRBs and the APA Code of Conduct |
|
|
73 | (9) |
|
3.5 Ethics in Focus: Anonymity and Confidentiality |
|
|
82 | (1) |
|
3.6 Animal Subject Research: IACUCs and the APA Code of Conduct |
|
|
83 | (3) |
|
3.7 Additional Ethical Considerations: Scientific Integrity |
|
|
86 | (11) |
Section II: Defining And Measuring Variables, Selecting Samples, And Choosing An Appropriate Research Design |
|
|
Chapter 4 Identifying Scientific Variables |
|
|
97 | (36) |
|
4.1 Criteria for Defining and Measuring Variables |
|
|
98 | (1) |
|
4.2 Constructs and Operational Definitions |
|
|
99 | (3) |
|
|
102 | (2) |
|
4.4 Scales of Measurement |
|
|
104 | (5) |
|
4.5 Reliability of a Measurement |
|
|
109 | (4) |
|
4.6 Validity of a Measurement |
|
|
113 | (3) |
|
4.7 Selecting a Measurement Procedure |
|
|
116 | (5) |
|
4.8 Ethics in Focus: Replication as a Gauge for Fraud? |
|
|
121 | (1) |
|
4.9 SPSS in Focus: Entering and Coding Data |
|
|
122 | (11) |
|
Chapter 5 Sampling From Populations |
|
|
133 | (32) |
|
5.1 Why Do Researchers Select Samples? |
|
|
134 | (1) |
|
5.2 Subjects, Participants, and Sampling Methods |
|
|
134 | (3) |
|
5.3 Methods of Sampling: Nonprobability Sampling |
|
|
137 | (4) |
|
5.4 Methods of Sampling: Probability Sampling |
|
|
141 | (9) |
|
5.5 Sampling Error and Standard Error of the Mean |
|
|
150 | (1) |
|
5.6 SPSS in Focus: Estimating the Standard Error of the Mean |
|
|
151 | (2) |
|
5.7 Potential Biases in Sampling |
|
|
153 | (1) |
|
5.8 Ethics in Focus: Participant Pools |
|
|
154 | (1) |
|
5.9 SPSS in Focus: Identifying New Populations Using the One-Sample t Test |
|
|
155 | (10) |
|
Chapter 6 Choosing a Research Design |
|
|
165 | (36) |
|
6.1 Designing a Study to Answer a Question |
|
|
166 | (1) |
|
6.2 Categories of Research Design |
|
|
167 | (6) |
|
6.3 Internal and External Validity |
|
|
173 | (2) |
|
6.4 Demonstrating Cause in an Experiment |
|
|
175 | (5) |
|
6.5 Ethics in Focus: Beneficence and Random Assignment |
|
|
180 | (1) |
|
6.6 Threats to the Internal Validity of a Research Study |
|
|
181 | (8) |
|
6.7 Threats to the External Validity of a Research Study |
|
|
189 | (3) |
|
6.8 External Validity, Experimentation, and Realism |
|
|
192 | (1) |
|
6.9 A Final Thought on Validity and Choosing a Research Design |
|
|
193 | (8) |
Section III: Nonexperimental Research Designs |
|
|
Chapter 7 Naturalistic, Qualitative, and Existing Data Research Designs |
|
|
201 | (36) |
|
|
202 | (10) |
|
7.1 An Overview of Naturalistic Observation |
|
|
202 | (1) |
|
7.2 The Research Setting: Natural and Contrived Settings |
|
|
203 | (2) |
|
7.3 Techniques for Conducting Naturalistic Observation |
|
|
205 | (6) |
|
7.4 Ethics in Focus: Influencing Participant Behavior |
|
|
211 | (1) |
|
|
212 | (12) |
|
7.5 An Overview of Qualitative Designs |
|
|
212 | (3) |
|
7.6 Qualitative Research Designs |
|
|
215 | (8) |
|
7.7 Ethics in Focus: Anonymity in Qualitative Research |
|
|
223 | (1) |
|
|
224 | (13) |
|
7.8 An Overview of Existing Data Designs |
|
|
224 | (1) |
|
7.9 Existing Data Designs |
|
|
225 | (6) |
|
7.10 Ethics in Focus: Existing Data and Experimenter Bias |
|
|
231 | (6) |
|
Chapter 8 Survey and Correlational Research Designs |
|
|
237 | (40) |
|
|
238 | (15) |
|
8.1 An Overview of Survey Designs |
|
|
238 | (1) |
|
8.2 Types of Survey Items |
|
|
238 | (5) |
|
8.3 Rules for Writing Survey Items |
|
|
243 | (5) |
|
8.4 Administering Surveys |
|
|
248 | (2) |
|
8.5 Surveys, Sampling, and Nonresponse Bias |
|
|
250 | (2) |
|
8.6 Ethics in Focus: Handling and Administering Surveys |
|
|
252 | (1) |
|
|
253 | (24) |
|
8.7 The Structure of Correlational Designs |
|
|
253 | (1) |
|
8.8 Describing the Relationship Between Variables |
|
|
254 | (6) |
|
8.9 Limitations in Interpretation |
|
|
260 | (4) |
|
8.10 Correlation, Regression, and Prediction |
|
|
264 | (1) |
|
8.11 SPSS in Focus: Correlation and Linear Regression |
|
|
265 | (12) |
Section IV: Quasi-Experimental And Experimental Research Designs |
|
|
Chapter 9 Quasi-Experimental and Single-Case Experimental Designs |
|
|
277 | (38) |
|
Quasi-Experimental Designs |
|
|
278 | (18) |
|
9.1 An Overview of Quasi-Experimental Designs |
|
|
278 | (2) |
|
9.2 Quasi-Experimental Design: One-Group Designs |
|
|
280 | (2) |
|
9.3 Quasi-Experimental Design: Nonequivalent Control Group Designs |
|
|
282 | (3) |
|
9.4 Quasi-Experimental Design: Time Series Designs |
|
|
285 | (5) |
|
9.5 Quasi-Experimental Design: Developmental Designs |
|
|
290 | (5) |
|
9.6 Ethics in Focus: Development and Aging |
|
|
295 | (1) |
|
Single-Case Experimental Designs |
|
|
296 | (19) |
|
9.7 An Overview of Single-Case Designs |
|
|
296 | (1) |
|
9.8 Single-Case Baseline-Phase Designs |
|
|
297 | (7) |
|
9.9 Validity, Stability, Magnitude, and Generality |
|
|
304 | (3) |
|
9.10 Ethics in Focus: The Ethics of Innovation |
|
|
307 | (8) |
|
Chapter 10 Between-Subjects Experimental Designs |
|
|
315 | (36) |
|
10.1 Conducting Experiments: Between-Subjects Design |
|
|
316 | (1) |
|
10.2 Experimental Versus Control Group |
|
|
316 | (3) |
|
10.3 Manipulation and the Independent Variable |
|
|
319 | (4) |
|
10.4 Variability and the Independent Variable |
|
|
323 | (4) |
|
10.5 Ethics in Focus: The Accountability of Manipulation |
|
|
327 | (1) |
|
10.6 Comparing Two Independent Samples |
|
|
328 | (2) |
|
10.7 SPSS in Focus: Two-Independent-Sample tTest |
|
|
330 | (4) |
|
10.8 Comparing Two or More Independent Samples |
|
|
334 | (3) |
|
10.9 SPSS in Focus: One-Way Between-Subjects ANOVA |
|
|
337 | (4) |
|
10.10 Measuring the Dependent Variable |
|
|
341 | (2) |
|
10.11 Advantages and Disadvantages of the Between-Subjects Design |
|
|
343 | (8) |
|
Chapter 11 Within-Subjects Experimental Designs |
|
|
351 | (36) |
|
11.1 Conducting Experiments: Within-Subjects Design |
|
|
352 | (1) |
|
11.2 Controlling Time-Related Factors |
|
|
353 | (6) |
|
11.3 Ethics in Focus: Minimizing Participant Fatigue |
|
|
359 | (1) |
|
11.4 Individual Differences and Variability |
|
|
360 | (3) |
|
11.5 Comparing Two Related Samples |
|
|
363 | (4) |
|
11.6 SPSS in Focus: Related-Samples tTest |
|
|
367 | (2) |
|
11.7 Comparing Two or More Related Samples |
|
|
369 | (3) |
|
11.8 SPSS in Focus: One-Way Within-Subjects ANOVA |
|
|
372 | (4) |
|
11.9 An Alternative to Pre-Post Designs: Solomon Four-Group Design |
|
|
376 | (2) |
|
11.10 Comparing Between-Subjects and Within-Subjects Designs |
|
|
378 | (9) |
|
Chapter 12 Factorial Experimental Designs |
|
|
387 | (36) |
|
12.1 Testing Multiple Factors in the Same Experiment |
|
|
388 | (1) |
|
12.2 Selecting Samples for a Factorial Design in Experimentation |
|
|
389 | (1) |
|
12.3 Types of Factorial Designs |
|
|
390 | (4) |
|
12.4 Ethics in Focus: Participant Fatigue and Factorial Designs |
|
|
394 | (1) |
|
12.5 Main Effects and Interactions |
|
|
395 | (5) |
|
12.6 Identifying Main Effects and Interactions in a Graph |
|
|
400 | (4) |
|
12.7 Including Quasi-Independent Factors in an Experiment |
|
|
404 | (1) |
|
12.8 Reasons for Including Two or More Factors in an Experiment |
|
|
405 | (3) |
|
12.9 Higher-Order Factorial Designs |
|
|
408 | (2) |
|
12.10 SPSS in Focus: General Instructions for Conducting a Factorial ANOVA |
|
|
410 | (13) |
Section V: Analyzing, Interpreting, And Communicating Research Data |
|
|
Chapter 13 Analysis and Interpretation: Exposition of Data |
|
|
423 | (36) |
|
13.1 Descriptive Statistics: Why Summarize Data? |
|
|
424 | (2) |
|
13.2 Frequency Distributions: Tables and Graphs |
|
|
426 | (3) |
|
13.3 Measures of Central Tendency |
|
|
429 | (4) |
|
13.4 Measures of Variability |
|
|
433 | (5) |
|
13.5 SPSS in Focus: Central Tendency and Variability |
|
|
438 | (1) |
|
13.6 Graphing Means and Correlations |
|
|
439 | (3) |
|
13.7 Using Correlation to Describe Reliability |
|
|
442 | (2) |
|
13.8 SPSS in Focus: Cronbach's Alpha and Cohen's Kappa |
|
|
444 | (6) |
|
13.9 Ethics in Focus: Deception Due to the Distortion of Data |
|
|
450 | (9) |
|
Chapter 14 Analysis and Interpretation: Making Decisions About Data |
|
|
459 | (36) |
|
14.1 Inferential Statistics: What Are We Making Inferences About? |
|
|
460 | (4) |
|
14.2 Types of Error and Power |
|
|
464 | (2) |
|
14.3 Parametric Tests: Applying the Decision Tree |
|
|
466 | (3) |
|
14.4 Nonparametric Tests: Applying the Decision Tree |
|
|
469 | (3) |
|
14.5 SPSS in Focus: The Chi-Square Tests |
|
|
472 | (5) |
|
14.6 Effect Size: How Big Is an Effect in the Population? |
|
|
477 | (5) |
|
14.7 Estimation: What Are the Possible Values of a Parameter? |
|
|
482 | (1) |
|
14.8 Confidence Intervals, Significance, and Effect Size |
|
|
483 | (1) |
|
14.9 Issues for Interpretation: Precision and Certainty |
|
|
484 | (2) |
|
14.10 Ethics in Focus: Full Disclosure of Data |
|
|
486 | (9) |
|
Chapter 15 Communicating Research: Preparing Manuscripts, Posters, and Talks |
|
|
495 | (32) |
|
15.1 Elements of Communication |
|
|
496 | (4) |
|
15.2 Writing a Manuscript: Writing Style and Language |
|
|
500 | (5) |
|
15.3 Elements of an APA-Style Manuscript |
|
|
505 | (11) |
|
|
516 | (2) |
|
15.5 Reporting Observations in Qualitative Research |
|
|
518 | (1) |
|
15.6 Ethics in Focus: Credit and Authorship |
|
|
519 | (1) |
|
|
519 | (2) |
|
15.8 Giving a Professional Talk |
|
|
521 | (6) |
Appendix A: APA-Style Writing, Sample Manuscript, and Posters |
|
527 | (54) |
|
A.1 Essentials for Writing APA-Style Research Papers |
|
|
527 | (5) |
|
A.2 Grammar, Punctuation, and Spelling (GPS) Writing Guide |
|
|
532 | (29) |
|
A.3 Sample APA-Style Manuscript |
|
|
561 | (16) |
|
A.4 Poster Template and Sample Poster |
|
|
577 | (4) |
Appendix B: Instructions for Randomizing and Counterbalancing |
|
581 | (8) |
|
|
581 | (4) |
|
B.2 Constructing a Latin Square |
|
|
585 | (4) |
Appendix C: SPSS General Instructions Guide and Statistical Tables |
|
589 | (20) |
|
C.1 General Instructions Guide for Using SPSS |
|
|
589 | (12) |
|
|
601 | (8) |
Glossary |
|
609 | (20) |
References |
|
629 | (14) |
Index |
|
643 | |