Methods in Psychological Research

Methods in Psychological Research
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Methods in Psychological Research introduces students to the rich world of research in psychology through student-friendly writing, compelling real-world examples, and frequent opportunities for practice. Using a relaxed yet supportive tone that eases student anxiety, authors Bryan J. Rooney and Annabel Ness Evans present a mixture of conceptual and practical discussions, and spark reader interest in research by covering meaningful topics that resonate with today’s students. In-text features like Conceptual Exercises, FYI sections, and FAQ sections with accompanying visual cues support learning throughout the research experience. The Fourth Edition equips students with the tools they need to understand research concepts, conduct their own experiments, and present their findings.

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Annabel Ness Evans. Methods in Psychological Research

Methods in Psychological Research

Methods in Psychological Research

Brief Contents

Detailed Contents

Preface

What’s New in the Fourth Edition

APA Formatting and Style

End-of-Chapter Material. Answers to Conceptual Exercises

FAQ

Chapter Exercises and Projects

Ancillaries. Student Study Site

Instructor Teaching Site

Acknowledgments

About the Authors

About the Contributors

1 Introduction to Research in Psychology. Objectives

Acquiring Knowledge About the World

Tradition or Tenacity: I Believe It Is True Because It Has Always Been True

Intuition: I Believe It Is True Because I Feel It Is True

Authority: I Believe It Is True Because an “Expert” Says It Is True

Personal Experience: I Believe It Is True Because I Experienced It

Reasoning: I Believe It Is True Because It Is Logically Derived

Empiricism: I Believe It Is True Because I Measured It

Science

Conceptual Exercise 1A

Psychology—Science and Art

Critical Thinking

The Critical Thinking Process

Objectives of Science

To Describe

To Explain

To Predict

To Control

The Tenets of Science

Determinism

Empiricism

Replicability

Falsifiability

Parsimony

Conceptual Exercise 1B

The Scientific Method

Theories, Concepts, and Hypotheses

Why We Do Research. To Evaluate a Theory

To Satisfy Our Curiosity

To Demonstrate a New Technique

To Demonstrate a Behavioral Phenomenon

To Investigate the Conditions Influencing Behavioral Phenomena

Approaches to Research

Descriptive Versus Explanatory Research

Quantitative Versus Qualitative Research

Basic Versus Applied Research

Cross-Sectional Versus Longitudinal Research

Field Versus Laboratory Research

Steps in Planning and Doing Research

Selecting a Research Topic. From Life Experience

Conceptual Exercise 1C

From Existing Research

Common Sense

A New Technology

Generating Testable Hypotheses

Classifying Variables

Selecting an Appropriate Design

Planning the Method and Carrying It Out

Analyzing Results

Drawing Conclusions

Sharing Your Findings

Chapter Summary

Answers to Conceptual Exercises

Conceptual Exercise 1A

Conceptual Exercise 1B

Conceptual Exercise 1C

FAQ

Chapter Exercises

Chapter Projects

Ancillaries

2 Understanding the Research Literature. Objectives

Searching the Literature

The Research Article

The Abstract

The Introduction

Independent Variable

Dependent Variable

Conceptual Exercise 2A

Moderating Variables

Mediating Variables

The Method

The Results

Descriptive Statistics

Inferential Statistics

Common Tests of Significance

The Discussion

Basic Statistical Procedures. Tests of Significance. t Test

F Test

Chi-Square Test

Conceptual Exercise 2B

Other Nonparametric Tests

Pearson’s r Test

Regression

Confidence Intervals

More Complex Statistical Procedures. Multiple Regression

Partial Correlation

Semipartial Correlation

Logistic Regression

Factor Analysis

Cluster Analysis

Structural Equation Modeling

Discriminant Function Analysis

Chapter Summary

Answers to Conceptual Exercises. Conceptual Exercise 2A

Conceptual Exercise 2B

FAQ

Chapter Exercises

Chapter Projects

Ancillaries

3 Research in Psychology An Ethical Enterprise. Objectives

Are Ethical Codes Necessary?

General Principles

Principle A: Beneficence and Nonmaleficence

Principle B: Fidelity and Responsibility

Principle C: Integrity

Principle D: Justice

Conceptual Exercise 3A

Principle E: Respect for People’s Rights and Dignity

Ethical Standards

2. Competence. 2.01 Boundaries of Competence

3. Human Relations. 3.01 Unfair Discrimination

3.02 Sexual Harassment

3.03 Other Harassment

3.04 Avoiding Harm

Conceptual Exercise 3B

3.05 Multiple Relationships

Conceptual Exercise 3C

3.08 Exploitative Relationships

3.10 Informed Consent

4. Privacy and Confidentiality. 4.01 Maintaining Confidentiality

4.02 Discussing the Limits of Confidentiality

4.05 Disclosures

Conceptual Exercise 3D

4.06 Consultations

4.07 Use of Confidential Information for Didactic or Other Purposes

8. Research and Publication. 8.01 Institutional Approval

8.02 Informed Consent to Research

General Procedure

A Study of Prognosis and Cause With Acting-Out Behavior in Children

Consent

8.03 Informed Consent for Recording Voices and Images in Research

8.04 Client/Patient, Student, and Subordinate Research Participants

8.05 Dispensing With Informed Consent for Research

8.06 Offering Inducements for Research Participation

8.07 Deception in Research

8.08 Debriefing

Conceptual Exercise 3E

8.09 Humane Care and Use of Animals in Research

8.10 Reporting Research Results

8.11 Plagiarism

Special Populations

Internet Research

Bias and Intellectual Honesty

Chapter Summary

Answers to Conceptual Exercises. Conceptual Exercise 3A

Conceptual Exercise 3B

Conceptual Exercise 3C

Conceptual Exercise 3D

Conceptual Exercise 3E

FAQ

Chapter Exercises

Chapter Projects

Ancillaries

4 Hypothesis Testing, Power, and Control A Review of the Basics. Objectives

Three Levels of Hypotheses

Conceptual Exercise 4A

Testing the Null Hypothesis

Statistical Significance

Inferential Errors: Type I and Type II

Conceptual Exercise 4B

Power and How to Increase It

Scale

Design

Sample

Treatment

Effect Size

The Role of Replication in Research

Conceptual Exercise 4C

External and Internal Validity

Confounding and Extraneous Variables

Controlling Extraneous Variables. Elimination

Constancy

Secondary Variable as an IV

Randomization: Random Assignment of Participants to Groups

Repeated Measures

Statistical Control

Conceptual Exercise 4D

Chapter Summary

Answers to Conceptual Exercises. Conceptual Exercise 4A

Conceptual Exercise 4B

Conceptual Exercise 4C

Conceptual Exercise 4D

FAQ

Chapter Exercises

Chapter Projects

Ancillaries

5 Measuring Variables. Objectives

Ways of Asking Questions

Fixed-Alternative Questions

Conceptual Exercise 5A

Open-Ended Questions

Rating Scales

Likert Scales

Semantic Differential

Social Desirability and Response Set

Measuring Observed Behavior

Conceptual Exercise 5B

Levels of Measurement

Nominal

Ordinal

Interval

Ratio

Conceptual Exercise 5C

The Importance of Precision in Measurement

Reliability of Measurement

Validity of Measurement

Face Validity

Construct Validity

Content Validity

Criterion and Predictive Validity

Conceptual Exercise 5D

Tests, Scales, and Inventories

Commercially Available Tests and Inventories

Standardized Tests of Intelligence

Tests of Personality. Standardized Tests

Projective Tests of Personality

Other Specialized Tests

Finding an Appropriate Test: An Example

Chapter Summary

Answers to Conceptual Exercises. Conceptual Exercise 5A

Conceptual Exercise 5B

Conceptual Exercise 5C

Conceptual Exercise 5D

FAQ

Chapter Exercises

Chapter Projects

Ancillaries

6 Selecting Research Participants. Objectives

Sampling Methods

Probability Sampling

Random Sampling

Systematic Sampling

Conceptual Exercise 6A

Stratified Sampling

Cluster Sampling

Multistage Sampling

Conceptual Exercise 6B

Nonprobability Sampling

Convenience Sampling

Quota Sampling

Referral Sampling

Conceptual Exercise 6C

Recruitment

Sample and Effect Size

Power Revisited

Chapter Summary

Answers to Conceptual Exercises. Conceptual Exercise 6A

Conceptual Exercise 6B

Conceptual Exercise 6C

FAQ

Chapter Exercises

Chapter Projects

Ancillaries

7 Experimental Design Independent-Groups Designs. Objectives

Why We Do Experiments

Conceptual Exercise 7A

Steps in Conducting an Experiment. Step 1. Formulate a Hypothesis

Step 2. Select Appropriate IVs and DVs

Step 3. Limit Alternative Explanations for Variation

Step 4. Manipulate the IVs and Measure the DVs

Step 5. Analyze the Variation in the DVs

Step 6. Draw Inferences About the Relationship Between IVs and DVs

Where We Do Experiments

Controlled Experiments in the Laboratory

Experiments in the Field

Conceptual Exercise 7B

How We Do Experiments: Independent-Groups Designs

Completely Randomized Groups Designs: One IV

Randomized Groups Design: One IV With Two Levels. The Research Problem

The Hypotheses

Selection of Participants and Assignment to Conditions

The Independent Variable and Dependent Variables

The Design

The Statistical Analysis

The Results

The Conclusions

Randomized Groups Design: One IV With More Than Two Levels

The Research Problem

Simulated Cell Phone Distraction Experiment

The Groups

The Distraction

The Hypotheses

Selection of Participants and Assignment to Conditions

The Independent Variable and the Dependent Variable

The Design

The Statistical Analysis

The Results

The Conclusions

Randomized Factorial Groups Designs: More Than One IV

The Research Problem

The Online Conditioning Experiment

The Hypotheses

Selection of Participants and Assignment to Conditions

The Independent Variables and the Dependent Variable

The Design

The Statistical Analysis

The Results

The Discussion

Independent-Groups Designs: One IV and One Participant Variable

The Research Problem

Jealousy-Provoking Facebook Experiment

Selection of Participants and Assignment to Conditions

The Independent Variable and Dependent Variables

The Design

The Hypotheses

The Statistical Analysis

The Results

The Discussion

Chapter Summary

Answers to Conceptual Exercises. Conceptual Exercise 7A

Conceptual Exercise 7B

FAQ

Chapter Exercises

Chapter Projects

Ancillaries

8 Experimental Design Dependent-Groups and Mixed Designs. Objectives

Dependent-Groups Designs

Within-Participants Designs

Dealing With Carryover Effects in Within-Participants Designs

The Research Problem

The Hypotheses

Selection of Participants and Assignment to Conditions

The Independent Variable and Dependent Variables

The Design

The Statistical Analysis

The Results

The Conclusions

Conceptual Exercise 8

Matched-Groups Designs

The Research Problem

The Hypothesis

Selection of Participants and Assignment to Conditions

The Independent and Dependent Variables

The Design

The Statistical Analysis

The Results

The Conclusions

Mixed Designs

The Research Problem

The Hypothesis

Selection of Participants and Assignment to Conditions

The Independent Variable and Dependent Variables

The Design

The Statistical Analysis

The Results

The Conclusions

Chapter Summary

Answer to Conceptual Exercise. Conceptual Exercise 8

FAQ

Chapter Exercises

Chapter Projects

Ancillaries

9 Experimental Design Single-Participant Designs/The Operant Approach. Objectives

Single-Participant Design and the Experimental Analysis of Behavior

Concepts in the Experimental Analysis of Behavior. Operant

Phase

Baseline

Treatment

Length of Phase

Changing Phase

Measuring the Response

ABA and ABAB Withdrawal Designs

The Research Problem

The Objectives

The Independent and Dependent Variables

The Design

The Results

The Conclusions

Conceptual Exercise 9A

Multiple-Baseline Design

The Research Problem

The Objectives

Selection of Participants and Assignment to Conditions

The Independent Variable and the Dependent Variable

The Design

The Results

The Conclusions

Alternating-Treatment Design

The Research Problem

The Objectives

The Independent and Dependent Variables

The Design

The Results

The Conclusions

Changing-Criterion Design

The Research Problem

The Objectives

The Independent and Dependent Variables

The Design

The Results

The Conclusions

Conceptual Exercise 9B

Advantages and Disadvantages of Single-Participant Designs

Chapter Summary

Answers to Conceptual Exercises. Conceptual Exercise 9A

Conceptual Exercise 9B

FAQ

Chapter Exercises

Chapter Projects

Ancillaries

10 Nonexperimental Research Finding Relationships Among Variables. Objectives

Quasi-Experiments

Conceptual Exercise 10A

Time-Series Designs

Interrupted Time-Series Design

The Research Problem

The Hypothesis

The Measured Variables

The Design

The Statistical Analysis

The Results

The Conclusion

Multiple Time-Series Design

Conceptual Exercise 10B

Nonequivalent-Groups Designs

The Research Problem

The Hypothesis

The Design

The Statistical Analyses

The Results

The Conclusions

Conceptual Exercise 10C

Longitudinal Research

The Research Problem

The Hypotheses

Selection of Participants

The Measured Variables

The Method

The Statistical Analysis

The Results

The Discussion

Cross-Sectional Research

The Research Problem

The Hypothesis

The Participants

The Measured Variables

The Method

The Statistical Analysis

The Results

The Conclusion

Conceptual Exercise 10D

Case Studies

The Research Problem

The Participants

Data Collection

The Statistical Analysis

The Results

The Conclusion

Correlational Research

The Research Problem

The Hypotheses

The Participants

The Measured Variables

The Design

The Results

The Conclusions

The Research Problem

The Hypothesis

The Participants

The Measured Variables

The Design

The Results

The Conclusions

Conceptual Exercise 10E

Chapter Summary

Answers to Conceptual Exercises. Conceptual Exercise 10A

Conceptual Exercise 10B

Conceptual Exercise 10C

Conceptual Exercise 10D

Conceptual Exercise 10E

FAQ

Chapter Exercises

Chapter Projects

Ancillaries

11 Data Collection Methods. Objectives

Observational Research: Observing the Behavior of Individuals

Observing Behavior From the Outside: Naturalistic Observation

The Research Problem

The Hypotheses

Selection of Participants

The Variables

The Method

The Statistical Analysis

The Results

The Conclusions

Observing Behavior From the Inside: Participant Observation

The Research Problem

Internet Research Ethics

Selection of Participants

The Research Questions

The Method

The Analysis

The Results

The Conclusions

Observing Behavior in a Controlled Setting: Laboratory Observation

The Research Problem

The Hypotheses

Selection of Participants

The Variables

The Design

The Statistical Analysis

The Results

The Conclusions

Advantages and Disadvantages of Observational Research

Conceptual Exercise 11A

Survey Research: Asking People Questions About Their Behavior

Defining Your Research Question

How Will You Ask Your Questions?

Interviews

Face-to-Face Interview

Advantages and Disadvantages of Face-to-Face Interviews

The Research Problem

The Hypothesis

Selection of Participants

The Procedure

The Method

The Statistical Analysis

The Results

The Conclusions

Telephone Interview

Advantages and Disadvantages of Telephone Interviews

The Research Problem

The Hypothesis

Selection of Participants

The Measured Variables

The Method

The Statistical Analysis

The Results

The Conclusions

Conceptual Exercise 11B

Questionnaires. Self-Administered Questionnaires

Group-Administered Questionnaires

The Research Problem

The Objectives

Selection of Participants

The Measured Variables

The Method

The Statistical Analysis

The Results

The Main Effects

The Interaction Effects

The Conclusions

Mail-Out Questionnaires

Conceptual Exercise 11C

Internet Questionnaires

General Guidelines for Writing Survey Questions

Type of Questions

General Rules for Self-Administered Questionnaires

Observing Group Behavior: The Focus Group

The Research Problem

The Hypotheses

Selection of Participants

The Method

The Statistical Analysis

The Results

The Conclusions

Chapter Summary

Answers to Conceptual Exercises. Conceptual Exercise 11A

Conceptual Exercise 11B

Conceptual Exercise 11C

FAQ

Chapter Exercises

Chapter Projects

Appendix: Ways to Increase Response Rates to Mail-Out Surveys

Ancillaries

12 Program Evaluation, Archival Research, and Meta-Analytic Designs. Objectives

Program Evaluation

Determining Need

Selecting Outcome Measures

Conceptual Exercise 12A

Ethical Constraints on Program Evaluation Research

The Research Problem

The Needs Analysis

The Program

The Goals

The Outcome Measures

The Participants

The Results

Conceptual Exercise 12B

The Conclusions

Archival Research

Collecting Information From an Archive

Rules and Regulations

Planning Your Research

At the Archive

Collecting Archival Information Online

Conceptual Exercise 12C

A Word of Warning

The Research Problem

The Archives

The Objectives

The Measured Variables

The Statistical Analysis and Results

The Witnesses to the Crime

The Suspects of the Crime

The Discussion

Meta-Analysis

The Research Problem

The Objectives

The Statistical Analysis

The Results

The Conclusions

Chapter Summary

Answers to Conceptual Exercises. Conceptual Exercise 12A

Conceptual Exercise 12B

Conceptual Exercise 12C

FAQ

Chapter Exercises

Chapter Projects

Ancillaries

13 Analyzing, Interpreting, and Summarizing Research Data. Objectives

What Are Statistics, and Why Are They Necessary?

Summarizing Your Data With Descriptive Statistics. Describing Central Tendency

Calculating Measures of Central Tendency

Conceptual Exercise 13A

Describing Variability

Calculating Measures of Variability

Describing Central Tendency and Variability of Levels of Variables. Describing Nominal Variables

Describing Ordinal Variables

Describing Interval Variables

Describing Ratio Variables

Income: Positively Skewed Distribution

Conceptual Exercise 13B

Making Inferences From Your Data

Testing the Statistical Significance of Your Research Findings

t Tests. t Test: Independent-Groups Design

t Test: Dependent-Groups Design

F Tests

One-Way ANOVA

One-Way ANOVA With Repeated Measures

Two-Way ANOVA

Chi-Square Tests for Frequency Differences

Correlation Tests of Significance

Pearson’s r Test

Spearman’s Rank-Order Correlation Test

Choosing the Appropriate Test of Significance

More on Data Analysis With Computers

Conceptual Exercise 13C

Chapter Summary

Answers to Conceptual Exercises. Conceptual Exercise 13A

Conceptual Exercise 13B

Conceptual Exercise 13C

FAQ

Ancillaries

14 Communicating in Psychology. Objectives

Writing in Psychology

Plagiarism

Conceptual Exercise 14A

References and In-Text Citations

APA Primer

Avoiding Sexist Language and Stereotyping

Common Problems With Student Writing

Conceptual Exercise 14B

Personification

Conceptual Exercise 14C

That Versus Which Clauses

Conceptual Exercise 14D

Noun–Pronoun Disagreement

Ambiguous Referents

Conceptual Exercise 14E

Run-On Sentences

Sentence Fragments

Conceptual Exercise 14F

Wrong Word

Conceptual Exercise 14G

Amount Versus Number

Affect Versus Effect

Then Versus Than

Other Assorted No-Nos We Find Particularly Aggravating

Conceptual Exercise 14H

Presenting Research in Writing

The Term Paper/Literature Review

The Research Report

Cover Page

Abstract

Introduction

Method

Participants

Materials

Apparatus

Procedure

Results

Bar Graphs for Discrete Data

Histograms for Continuous Data

Scattergrams for Bivariate Data

Other Ways of Graphing Data

Discussion

Reference Page

Appendices

General Typing Guidelines for Term and Research Papers

A Sample Experimental Report

Other Ways of Presenting Research. Oral Presentations

Poster Presentations

Chapter Summary

Answers to Conceptual Exercises. Conceptual Exercise 14A

Conceptual Exercise 14B

Conceptual Exercise 14C

Conceptual Exercise 14D

Conceptual Exercise 14E

Conceptual Exercise 14F

Conceptual Exercise 14G

Conceptual Exercise 14H

FAQ

Chapter Exercises

Chapter Projects

Appendix: Research Report Checklist

Ancillaries

Glossary

References

Index

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Fourth Edition

—BJR

.....

A scientist looks for the simplest explanation for a phenomenon. Parsimony means the quality of being sparing or frugal. If two explanations account for similar amounts of data but one explanation requires fewer assumptions, the scientist will favor that explanation. This is not to say that the explanation will be simple. There is nothing simple about the molecular events underlying synaptic transmission or the many factors that might cause a new parolee to reoffend. Parsimony means that few assumptions are made; instead, our explanation must be based on scientific evidence. In general, the scientist looks for the explanation that accounts for the most data with the fewest assumptions.

We have discussed the tenets of science, but what makes a science a science? You may have heard the terms hard and soft science. These terms, which we disapprove of, classify science by its subject matter. Chemistry is considered by some to be a hard science and psychology a soft science. Some people claim that chemistry is a more rigorous science than psychology. Why do they claim this? We think it lies in the variability of the behavior of the subject matter, not in the rigor of the method used. Molecules are less variable in behavior than humans are, but chemistry outside the laboratory can be just as variable as psychology. A discipline is a science if the scientific method is the primary method used in the research process.

.....

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