Test Bank for Research Methods and Statistics A Critical Thinking Approach 4th Edition by Sherri Jackson ISBN 1111346593 ‎ 9781111346591

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Product details:
ISBN 10: 1111346593
ISBN 13: 9781111346591
Author: Sherri Jackson

 Jackson’s text successfully illustrates the integration between statistics and research methods by demonstrating the ways to use statistics in analyzing data collected during research. Jackson’s combined text adopts an inviting narrative style that speaks directly to students and draws them into the material, overcoming the initial apprehension students may feel at having to learn both subject areas at once. She incorporates a student-friendly critical thinking approach and presents examples and exercises to which students can relate. Jackson clearly focuses on the logic of the process and the methodology aspect of research.

Test Bank for Research Methods and Statistics A Critical Thinking Approach 4th Edition Table of contents:

Chapter 1: Introduction to Research Methods

• Overview of Research
• Importance of Critical Thinking in Research
• The Research Process: Steps and Stages
• Types of Research: Descriptive, Correlational, Experimental

Chapter 2: Ethics in Research

• Ethical Guidelines for Research
• Informed Consent and Confidentiality
• Ethical Dilemmas in Research
• Institutional Review Boards (IRBs)

Chapter 3: Types of Variables and Measurement

• Defining Variables in Research
• Operational Definitions
• Scales of Measurement: Nominal, Ordinal, Interval, Ratio
• Reliability and Validity in Measurement

Chapter 4: Descriptive Statistics

• Organizing and Summarizing Data
• Measures of Central Tendency: Mean, Median, Mode
• Measures of Variability: Range, Variance, Standard Deviation
• Graphical Representation of Data: Bar Charts, Histograms, Pie Charts

Chapter 5: Probability and Sampling

• Probability Concepts in Research
• Types of Sampling Methods
• Sampling Bias and Error
• Sampling Distributions and Central Limit Theorem

Chapter 6: Hypothesis Testing

• Null and Alternative Hypotheses
• Type I and Type II Errors
• Significance Levels and P-values
• One-Tailed and Two-Tailed Tests
• Power of a Statistical Test

Chapter 7: T-tests

• One-Sample t-test
• Independent-Samples t-test
• Paired-Samples t-test
• Assumptions of t-tests
• Interpreting t-test Results

Chapter 8: Analysis of Variance (ANOVA)

• One-Way ANOVA
• Between-Subjects vs. Within-Subjects Designs
• Post Hoc Tests
• Assumptions of ANOVA
• Interpreting ANOVA Results

Chapter 9: Correlation and Regression

• Pearson’s Correlation Coefficient
• Simple Linear Regression
• Multiple Regression Analysis
• Interpretation of Correlation and Regression Results

Chapter 10: Chi-Square Tests

• Chi-Square Goodness of Fit Test
• Chi-Square Test for Independence
• Assumptions and Interpretations of Chi-Square Tests

Chapter 11: Non-Parametric Tests

• Introduction to Non-Parametric Statistics
• When to Use Non-Parametric Tests
• Mann-Whitney U Test
• Wilcoxon Signed-Rank Test
• Kruskal-Wallis H Test

Chapter 12: Research Design

• Experimental Design: Independent and Dependent Variables
• Quasi-Experimental Designs
• Between-Subjects and Within-Subjects Designs
• Control and Randomization
• Validity in Research Design

Chapter 13: Statistical Power and Sample Size

• Understanding Statistical Power
• Determining Sample Size
• Power Analysis
• Factors that Affect Power

Chapter 14: Interpreting and Reporting Research Results

• Writing a Research Report: APA Format
• Presenting Statistical Findings
• Tables and Figures in Research
• Communicating Research Findings to Different Audiences

Chapter 15: Advanced Topics in Research Methods and Statistics

• Structural Equation Modeling (SEM)
• Factor Analysis
• Meta-Analysis
• Multivariate Analysis

Appendices

• Appendix A: Key Statistical Formulas
• Appendix B: Glossary of Terms
• Appendix C: Answers to Practice Questions
• Appendix D: Statistical Tables (e.g., t-distribution, Z-scores, etc.)

Index

 

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