This book teaches proficiency in selecting, processing, and mindfully interpreting each statistical function and finding. Herschel Knapp's approach is practical, and avoids the use of unnecessarily complex technical details that are of no interest to students. This book and ancillary materials are designed to specifically address the needs of nursing students.
This book teaches proficiency in selecting, processing, and mindfully interpreting each statistical function and finding. Herschel Knapp's approach is practical, and avoids the use of unnecessarily complex technical details that are of no interest to students. This book and ancillary materials are designed to specifically address the needs of nursing students.Hinweis: Dieser Artikel kann nur an eine deutsche Lieferadresse ausgeliefert werden.
Herschel Knapp, PhD, MSSW, has more than 30 years of experience as a health care professional in a variety of domains. In addition to his clinical work as a psychotherapist, primarily in hospital settings, he has provided project management for innovative interventions designed to improve the quality of patient care via multisite, health science implementations. He teaches master's and doctoral courses at Yeshiva University; he has also taught at the University of California, Los Angeles, University of Southern California, California State University, Los Angeles, and California State, San Bernardino. Dr. Knapp has served as the lead statistician on a longitudinal cancer research project and managed the program evaluation metrics for a multisite, nonprofit children's center. His clinical work includes emergency/trauma therapy in hospital settings. Dr. Knapp has developed and implemented innovative telehealth systems, using videoconferencing technology to facilitate optimal health care service delivery to remote patients and to coordinate specialty consultations among health care providers, including interventions to diagnose and treat people with HIV and hepatitis, with special outreach to the homeless. He created and implemented a nurse research mentorship program, providing research and analytic education, enabling nurses to design, implement, analyze, and publish the results of their quality improvement projects. Dr. Knapp has published numerous articles in peer-reviewed health science journals and serves as a peer-reviewer for more than 20 science journals. He is also the author of other textbooks, including Intermediate Statistics Using SPSS (2018), Introductory Statistics Using SPSS (2nd ed., 2017), Practical Statistics for Nursing Using SPSS (2017), Therapeutic Communication: Developing Professional Skills (2nd ed., 2014), and Introduction to Social Work Practice: A Practical Workbook (2010).
Inhaltsangabe
Part I: Statistical Principles 1. Research Principles Learning Objectives Research Questions Control and Experimental Groups Rationale for Random Assignment Hypothesis Formulation Reading Statistical Outcomes Accept/Reject Hypotheses Variable Types/Levels of Measure Good Common Sense Key Concepts Practice Exercises Chapter 2 Samplng Learning Objectives Overview - Sampling Rationale for Sampling Sampling Terminology Representative Sample Probability Sampling Nonprobability Sampling Sampling Bias Optimal Sample Size Good Common Sense Key Concepts Practice Exercises 3. Working in SPSS Learning Objectives Overview - SPSS Two Views: Variable View and Data View Good Common Sense Key Concepts Practice Exercises Part II: Summarizing Variables 4. Descriptive Statistics Learning Objectives Overview - Descriptive Statistics Descriptive Statistics SPSS - Loading SPSS Data Files SPSS - Descriptive Statistics: Continuous Variables (Age) SPSS - Descriptive Statistics: Categorical Variables (Gender) SPSS - Descriptive Statistics: Continuous Variable (Age) Select by Categorical Variable (Gender) SPSS - (Re)Selecting All Variables Good Common Sense Key Concepts Practice Exercises Part III: Measuring Differences Between Groups 5. t Test and Mann-Whitney U Test Learning Objectives Overview - t-Test Overview - Mann-Whitney U-Test Good Common Sense Key Concepts Practice Exercises 6. ANOVA and Kruskal-Wallis Test Learning Objectives Overview - ANOVA Overview - Kruskal-Wallis Test Good Common Sense Key Concepts Practice Exercises 7. ANCOVA Learning Objectives Overview - ANCOVA Good Common Sense Key Concepts Practice Exercises 8. MANOVA Learning Objectives Overview - MANOVA Good Common Sense Key Concepts Practice Exercises Part IV - Measuring Differences Over Time 9. Paired t-Test and Wilcoxon Test Learning Objectives Overview - Paired t-Test Overview - Wilcoxon Test Good Common Sense Key Concepts Practice Exercises 10. ANOVA Repeated Measures Learning Objectives Overview - ANOVA Repeated Measures Variations of Longitudinal Design Good Common Sense Key Concepts Practice Exercises Part V - Measuring Relationships Between Variables 11. Correlation and Regression Learning Objectives Overview - Pearson Correlation Overview - Spearman Correlation Good Common Sense Key Concepts Practice Exercises 12. Chi-Square Learning Objectives Overview - Chi-Square Good Common Sense Key Concepts Practice Exercises 13. Logistic Regression Learning Objectives Overview - Logistic Regression Good Common Sense Key Concepts Practice Exercises Part VI - Data Handling 14. Supplemental SPSS Operations Learning Objectives Overview - Supplemental SPSS Operations Good Common Sense Key Concepts Practice Exercises
Part I: Statistical Principles 1. Research Principles Learning Objectives Research Questions Control and Experimental Groups Rationale for Random Assignment Hypothesis Formulation Reading Statistical Outcomes Accept/Reject Hypotheses Variable Types/Levels of Measure Good Common Sense Key Concepts Practice Exercises Chapter 2 Samplng Learning Objectives Overview - Sampling Rationale for Sampling Sampling Terminology Representative Sample Probability Sampling Nonprobability Sampling Sampling Bias Optimal Sample Size Good Common Sense Key Concepts Practice Exercises 3. Working in SPSS Learning Objectives Overview - SPSS Two Views: Variable View and Data View Good Common Sense Key Concepts Practice Exercises Part II: Summarizing Variables 4. Descriptive Statistics Learning Objectives Overview - Descriptive Statistics Descriptive Statistics SPSS - Loading SPSS Data Files SPSS - Descriptive Statistics: Continuous Variables (Age) SPSS - Descriptive Statistics: Categorical Variables (Gender) SPSS - Descriptive Statistics: Continuous Variable (Age) Select by Categorical Variable (Gender) SPSS - (Re)Selecting All Variables Good Common Sense Key Concepts Practice Exercises Part III: Measuring Differences Between Groups 5. t Test and Mann-Whitney U Test Learning Objectives Overview - t-Test Overview - Mann-Whitney U-Test Good Common Sense Key Concepts Practice Exercises 6. ANOVA and Kruskal-Wallis Test Learning Objectives Overview - ANOVA Overview - Kruskal-Wallis Test Good Common Sense Key Concepts Practice Exercises 7. ANCOVA Learning Objectives Overview - ANCOVA Good Common Sense Key Concepts Practice Exercises 8. MANOVA Learning Objectives Overview - MANOVA Good Common Sense Key Concepts Practice Exercises Part IV - Measuring Differences Over Time 9. Paired t-Test and Wilcoxon Test Learning Objectives Overview - Paired t-Test Overview - Wilcoxon Test Good Common Sense Key Concepts Practice Exercises 10. ANOVA Repeated Measures Learning Objectives Overview - ANOVA Repeated Measures Variations of Longitudinal Design Good Common Sense Key Concepts Practice Exercises Part V - Measuring Relationships Between Variables 11. Correlation and Regression Learning Objectives Overview - Pearson Correlation Overview - Spearman Correlation Good Common Sense Key Concepts Practice Exercises 12. Chi-Square Learning Objectives Overview - Chi-Square Good Common Sense Key Concepts Practice Exercises 13. Logistic Regression Learning Objectives Overview - Logistic Regression Good Common Sense Key Concepts Practice Exercises Part VI - Data Handling 14. Supplemental SPSS Operations Learning Objectives Overview - Supplemental SPSS Operations Good Common Sense Key Concepts Practice Exercises
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