Psychology and Science | p. 1 |
Ways of Knowing about Behavior | p. 1 |
Nonempirical Methods | p. 2 |
Empirical Methods | p. 3 |
What Is Science? | p. 5 |
Characteristics of Science | p. 6 |
The Relation Between Science and Nonscience | p. 9 |
Working Assumptions of Science | p. 10 |
The Reality of the World | p. 10 |
Rationality | p. 10 |
Regularity | p. 11 |
Discoverability | p. 11 |
Causality | p. 11 |
The Goals of Science | p. 12 |
The Discovery of Regularities | p. 12 |
The Development of Theories | p. 16 |
The Role of Theories | p. 18 |
Hypotheses in Science | p. 20 |
Defining Theoretical Concepts | p. 20 |
The Nature of Scientific Progress | p. 22 |
A Note on Psychology and Science | p. 23 |
Summary | p. 24 |
Suggestions for Further Reading | p. 25 |
A Case in Point | p. 26 |
Reading Between the Lines | p. 29 |
Exercises | p. 31 |
Developing a Research Question | p. 32 |
Choice of a Problem | p. 32 |
The Literature Review | p. 33 |
Using the Internet | p. 34 |
Guidelines for Evaluating Information from the Internet | p. 35 |
Search Engines | p. 36 |
Government and Organizational Web Sites | p. 36 |
Some Individual Web Sites for Psychology | p. 37 |
Proprietary Web Sites | p. 37 |
p. 39 | |
Psychology Databases | p. 40 |
An Extended Internet Search Example: Waist-Hip Ratio and Attractiveness | p. 40 |
Locating Important Articles | p. 45 |
Inter-Library Loan | p. 46 |
After You Locate the Important Articles | p. 46 |
The Research Question | p. 46 |
The Proposal | p. 47 |
Summary | p. 48 |
Exercises | p. 49 |
Ethics in Research | p. 52 |
The APA Ethics Code | p. 52 |
Commentary on Responsibility | p. 54 |
Commentary on Protection from Harm | p. 54 |
Commentary on Informed Consent | p. 56 |
Commentary on Privacy and Freedom from Coercion | p. 57 |
Commentary on Deception | p. 58 |
Commentary on Debriefing | p. 59 |
Role of the Research Participant | p. 59 |
Commentary on Ethics in Scientific Writing | p. 60 |
Fraud in Research | p. 62 |
Ethics and Animal Experimentation | p. 63 |
Animal Rights and Animal Welfare | p. 64 |
Speciesism? | p. 65 |
The Case of the Silver Spring Monkeys | p. 67 |
Nuts & Bolts | p. 68 |
Summary | p. 69 |
Suggestions for Further Reading | p. 70 |
A Case in Point | p. 71 |
Reading Between the Lines | p. 75 |
Exercises | p. 76 |
Writing in Psychology | p. 78 |
The Written Report | p. 79 |
General | p. 79 |
Avoiding Sexism and Ethnic Bias in Writing | p. 81 |
The Parts of a Paper | p. 82 |
Documenting Your Paper | p. 85 |
Steps in the Publication Process | p. 88 |
Oral Presentations | p. 104 |
Poster Presentations | p. 104 |
Nuts & Bolts | p. 106 |
Summary | p. 110 |
Suggestions for Further Reading | p. 111 |
A Case in Point | p. 111 |
Reading Between the Lines | p. 116 |
Exercises | p. 117 |
Variables | p. 119 |
Types of Variables | p. 120 |
Dependent and Independent Variables | p. 120 |
Confounded Variables | p. 121 |
Quantitative and Categorical Variables | p. 122 |
Continuous and Discrete Variables | p. 122 |
Measurement | p. 123 |
What Is Measurement? | p. 123 |
Types of Measurement Scales | p. 124 |
Comparison of the Scales | p. 126 |
Measurement and Statistics? | p. 128 |
Reliability and Validity of Measurements | p. 129 |
Variability and Error | p. 130 |
Validity of Measurements | p. 130 |
Nuts & Bolts | p. 132 |
Summary | p. 134 |
Suggestions for Further Reading | p. 135 |
A Case in Point | p. 136 |
Reading Between the Lines | p. 136 |
Exercises | p. 137 |
Tabular and Graphical Description of Data | p. 141 |
Tables and Graphs of Frequency Data of One Variable | p. 141 |
Frequency Tables | p. 142 |
Frequency Distributions | p. 143 |
Cumulative Frequency Distributions | p. 144 |
Percentiles | p. 146 |
Tables and Graphs That Show the Relationship Between Two Variables | p. 146 |
Scattergrams | p. 146 |
Tables with One Independent and One Dependent Variable | p. 147 |
Graphs of Functions (Line Graphs) | p. 148 |
Bar Graphs | p. 149 |
Relation Between Frequency Distributions and Other Graphs | p. 150 |
Time-Series Graphs | p. 152 |
Indicating Variability of the Data in a Graph | p. 153 |
Preparing Data for Analysis | p. 154 |
Data Reduction | p. 155 |
The Coding Guide | p. 156 |
Checking for Invalid Data, Missing Data, and Outliers | p. 159 |
Proceeding with the Analysis | p. 160 |
Nuts & Bolts | p. 161 |
Summary | p. 163 |
Suggestions for Further Reading | p. 164 |
A Case in Point | p. 164 |
Reading Between the Lines | p. 166 |
Exercises | p. 167 |
Validity | p. 169 |
Types of Validity | p. 169 |
Internal Validity | p. 170 |
Construct Validity | p. 171 |
External Validity | p. 172 |
Statistical Validity | p. 173 |
Threats to Validity | p. 173 |
Threats to Internal Validity | p. 173 |
Threats to Construct Validity | p. 176 |
Threats to External Validity | p. 177 |
Threats to Statistical Validity | p. 178 |
Summary Note on Validity | p. 179 |
Nuts & Bolts | p. 179 |
Summary | p. 182 |
Suggestions for Further Reading | p. 183 |
A Case in Point | p. 183 |
Reading Between the Lines | p. 185 |
Exercises | p. 186 |
Control | p. 189 |
The Concept of Control | p. 189 |
Control Provides a Standard of Comparison | p. 189 |
Control Reduces Variability | p. 191 |
General Strategies | p. 192 |
Control in the Laboratory | p. 192 |
The Research Setting as a Preparation | p. 193 |
Instrumentation of the Response as Control | p. 194 |
Specific Strategies | p. 194 |
Subject as Own Control (Within-Subjects Control) | p. 194 |
Random Assignment | p. 196 |
Matching | p. 198 |
Building Nuisance Variables into the Experiment | p. 199 |
Statistical Control | p. 201 |
Replication, Replication | p. 202 |
Experimental Design as Problem Solving | p. 204 |
The Elegant Experiment | p. 205 |
Nuts & Bolts | p. 205 |
Summary | p. 209 |
Suggestion for Further Reading | p. 210 |
A Case in Point | p. 210 |
Reading Between the Lines | p. 211 |
Exercises | p. 212 |
Nonexperimental Research, Part 1: Observational, Archival, and Case-Study Research | p. 213 |
The Hermeneutic Approach | p. 215 |
Observational Research | p. 216 |
Naturalistic Observation | p. 216 |
Participant-Observer Research | p. 220 |
Archival Research | p. 222 |
Case Studies | p. 223 |
Theory Development and Testing in Observational and Archival Research | p. 224 |
Nuts & Bolts | p. 225 |
Summary | p. 230 |
Suggestions for Further Reading | p. 231 |
Suggestions for Nonexperimental Research: Important Guidelines | p. 231 |
A Case in Point | p. 231 |
Reading Between the Lines | p. 234 |
Exercises | p. 234 |
Nonexperimental Research, Part 2: Survey Research | p. 237 |
How a Questionnaire Is Designed | p. 238 |
Determine the Purpose of the Questionnaire | p. 238 |
Determine the Types of Questions | p. 238 |
Write the Items | p. 239 |
Determine How the Data Will Be Analyzed | p. 243 |
Administering the Questionnaire | p. 243 |
Determine the Method of Administration | p. 243 |
The Problem of Response Rate | p. 246 |
Sampling | p. 247 |
Types of Samples | p. 247 |
Probability Samples and Random Selection | p. 248 |
Summary of Sampling Procedures | p. 253 |
Nuts & Bolts | p. 254 |
Summary | p. 255 |
Suggestions for Further Reading | p. 256 |
A Case in Point | p. 256 |
Reading Between the Lines | p. 282 |
Exercises | p. 284 |
True Experiments, Part 1: Single-Factor Designs | p. 265 |
True Experiments | p. 265 |
Factors, Levels, Conditions, and Treatments | p. 266 |
The Basic Elements of a Valid Experimental Design | p. 266 |
Within-Subjects Designs | p. 267 |
Controlling for Order and Sequence Effects | p. 268 |
Two Conditions, Tested Within Subjects | p. 272 |
Multiple Conditions, Tested Within Subjects | p. 273 |
Between-Subjects Designs | p. 274 |
Two Conditions, Tested Between Subjects | p. 274 |
Multiple Conditions, Tested Between Subjects | p. 275 |
Some Designs to Avoid | p. 277 |
The One-Group Posttest-Only Design | p. 277 |
The Posttest-Only Design with Nonequivalent Control Groups | p. 277 |
The One-Group Pretest-Posttest Design | p. 278 |
Summary | p. 279 |
Suggestions for Further Reading | p. 280 |
A Case in Point | p. 280 |
Reading Between the Lines | p. 282 |
Exercises | p. 284 |
True Experiments, Part 2: Factorial Designs | p. 286 |
A Simple Factorial Design | p. 287 |
Main Effects | p. 289 |
Interactions | p. 289 |
Interactions and Main Effects | p. 291 |
Types of Interactions | p. 295 |
Within-Subjects, Between-Subjects, and Mixed Designs | p. 297 |
Advantages of Within-Subjects Designs | p. 300 |
Control in Within-Subjects Factorial Experiments | p. 300 |
Some Representative Factorial Designs | p. 301 |
Factorial, Within-Subjects | p. 301 |
Factorial, Between-Subjects | p. 302 |
A Mixed Factorial Design | p. 302 |
Summary | p. 303 |
Suggestions for Further Reading | p. 304 |
A Case in Point | p. 304 |
Reading Between the Lines | p. 305 |
Exercises | p. 307 |
Single-Subject Experiments | p. 310 |
Advantages of the Single-Subject Approach | p. 311 |
Focusing on Individual Performance | p. 312 |
Focusing on Big Effects | p. 313 |
Avoiding Ethical and Practical Problems | p. 314 |
Flexibility in Design | p. 314 |
Disadvantages of the Single-Subject Approach | p. 314 |
Basic Control Strategies in Single-Subject Research | p. 315 |
Obtaining a Stable Baseline | p. 315 |
Comparison (AB Design) | p. 316 |
Withdrawal of Treatment (ABA Designs) | p. 316 |
Repeating Treatments (ABAB Designs) | p. 316 |
Changing Only One Variable at a Time | p. 319 |
Using Multiple Baselines | p. 320 |
Employing a Changing Criterion | p. 322 |
Two Examples from Psychophysics | p. 322 |
Summary | p. 325 |
Suggestions for Further Reading | p. 326 |
A Case in Point | p. 327 |
Reading Between the Lines | p. 327 |
Exercises | p. 328 |
Quasi Experiments | p. 330 |
The Principal Difference Between Quasi Experiments and True Experiments | p. 330 |
Other Features of Quasi Experiments | p. 332 |
Which Is the Best Research Method? | p. 332 |
Nonequivalent Control Group Designs | p. 333 |
Mixed Factorial Design with One Nonmanipulated Variable | p. 335 |
Designs Without Control Groups | p. 337 |
Interrupted Time-Series Designs | p. 337 |
Repeated-Treatment Designs | p. 340 |
Designs to Test Developmental Changes | p. 341 |
Program Evaluation | p. 344 |
Sources of Resistance to Program Evaluations | p. 345 |
Steps in Planning an Evaluation | p. 346 |
Two Examples of Program Evaluation | p. 348 |
Nuts & Bolts | p. 350 |
Summary | p. 352 |
Suggestions for Further Reading | p. 353 |
A Case in Point | p. 354 |
Reading Between the Lines | p. 356 |
Exercises | p. 357 |
Epilogue: Biases and Limitations of Experimental Psychology | p. 360 |
Biases | p. 361 |
Science as Conservative | p. 361 |
Science as Liberal | p. 364 |
Limitations of Science | p. 365 |
Essential Limitations | p. 366 |
Practical Limitations | p. 367 |
The Responsibilities of the Scientist | p. 368 |
Summary Note on Biases and Limitations of Science | p. 369 |
Summary | p. 370 |
Suggestions for Further Reading | p. 371 |
Reading Between the Lines | p. 371 |
Exercises | p. 371 |
Review of Statistics | p. 373 |
Some Basic Terms | p. 373 |
Descriptive Statistics | p. 374 |
Measures of Central Tendency | p. 374 |
Measures of Variability | p. 377 |
Correlation and Regression | p. 380 |
Inferential Statistics | p. 385 |
Sampling Distributions | p. 385 |
Testing Hypotheses | p. 387 |
Dealing with Uncertainty in Hypothesis Testing | p. 389 |
The Significance of Significance | p. 392 |
Effect Size | p. 393 |
Analysis of Variance | p. 394 |
Exercises | p. 401 |
Random-Number Table | p. 406 |
Population Data Set | p. 408 |
Suggested Answers to "Reading Between the Lines" | p. 410 |
Keys for Identifying Appropriate Graphs and Statistics | p. 417 |
References | p. 421 |
Indexes | p. 429 |
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