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Quick Guide to Bivariate Statistical Tests


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Tenth edition


Copyright © 2017 Wolters Kluwer.


Copyright © 2012 Wolters Kluwer Health | Lippincott Williams & Wilkins. Copyright © 2008, 2004, 1999 by Lippincott Williams & Wilkins. Copyright © 1995, 1991, 1987, 1983, 1978 by J. B. Lippincott Company.


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Library of Congress Cataloging-in-Publication Data


Polit, Denise F., author. Nursing research : generating and assessing evidence for nursing practice / Denise F. Polit, Cheryl Tatano Beck. — Tenth edition.


p. ; cm. Includes bibliographical references and index. ISBN 978-1-4963-0023-2 I. Beck, Cheryl Tatano, author. II. Title. [DNLM: 1. Nursing Research—methods. WY 20.5]


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This work is provided “as is,” and the publisher disclaims any and all warranties, express or implied, including any warranties as to accuracy, comprehensiveness, or currency of the content of this work.


This work is no substitute for individual patient assessment based on healthcare professionals’ examination of each patient and consideration of, among other things, age, weight, gender, current or prior medical conditions, medication history, laboratory data, and other factors unique to the patient. The publisher does not provide medical advice or guidance, and this work is merely a reference tool. Healthcare professionals, and not the publisher, are solely responsible for the use of this work including all medical judgments and for any resulting diagnosis and treatments.


Given continuous, rapid advances in medical science and health information, independent professional verification of medical diagnoses, indications, appropriate pharmaceutical selections and dosages, and treatment options should be made and healthcare professionals should consult a variety of sources. When prescribing medication, healthcare professionals are advised to consult the product information sheet (the manufacturer’s package insert) accompanying each drug to verify, among other things, conditions of use, warnings, and side effects and identify any changes in dosage schedule or contraindications, particularly if the medication to be administered is new, infrequently used, or has a narrow therapeutic range. To the maximum extent permitted under applicable law, no responsibility is assumed by the publisher for any injury and/or damage to persons or property, as a matter of products liability, negligence law or otherwise, or from any reference to or use by any person of this work.


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Our Beloved Family: Our Husbands, Our Children (Spouses/Fiancés), and Our Grandchildren


Husbands: Alan Janosy and Chuck Beck


Children: Alex (Maryanna), Alaine (Jeff), Lauren (Vadim), and Norah (Chris); and Curt and Lisa


Grandchildren: Cormac, Julia, Maren, and Ronan


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Acknowledgments


This 10th edition, like the previous nine editions, depended on the contribution of dozens of people. Many faculty and students who used the text have made invaluable suggestions for its improvement, and to all of you we are very grateful. In addition to all those who assisted us during the past 35 years with the earlier editions, the following individuals deserve special mention.


We would like to acknowledge the comments of reviewers of the previous edition of this book, anonymous to us initially, whose feedback influenced our revisions. Faculty at Griffith University in Australia made useful suggestions and also inspired the inclusion of some new content. Valori Banfi, reference librarian at the University of Connecticut, provided ongoing assistance. Dr. Deborah Dillon McDonald was extraordinarily generous in giving us access to her NINR grant application and related material for the Resource Manual.


We also extend our thanks to those who helped to turn the manuscript into a finished product. The staff at Wolters Kluwer has been of great assistance to us over the years. We are indebted to Christina Burns, Kate Burland, Cynthia Rudy, and all the others behind the scenes for their fine contributions.


Finally, we thank our family and friends. Our husbands Alan and Chuck have become accustomed to our demanding schedules, but we recognize that their support involves a lot of patience and many sacrifices.


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Reviewers


Ellise D. Adams, PhD, CNM Associate Professor The University of Alabama in Huntsville Huntsville, Alabama


Jennifer Bellot, PhD, RN, MHSA Associate Professor and Director, DNP Program Thomas Jefferson University Philadelphia, Pennsylvania


Kathleen D. Black, PhD, RNC Assistant Professor, Jefferson College of Nursing Thomas Jefferson University Philadelphia, Pennsylvania


Dee Campbell, PhD, APRN, NE-BC, CNL Professor, Graduate Department Felician College, School of Nursing Lodi, New Jersey


Patricia Cannistraci, DNS, RN, CNE Assistant Dean Excelsior College Albany, New York


Julie L. Daniels, DNP, CNM Assistant Professor Frontier Nursing University


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Hyden, Kentucky


Rebecca Fountain, PhD, RN Associate Professor University of Texas at Tyler Tyler, Texas


Teresa S. Johnson, PhD, RN Associate Professor, College of Nursing University of Wisconsin—Milwaukee Milwaukee, Wisconsin


Jacqueline Jones, PhD, RN, FAAN Associate Professor, College of Nursing University of Colorado, Anschutz Medical Campus Aurora, Colorado


Mary Lopez, PhD, RN Associate Dean, Research Western University of Health Sciences Pomona, California


Audra Malone, DNP, FNP-BC Assistant Professor Frontier Nursing University Hyden, Kentucky


Sharon R. Rainer, PhD, CRNP Assistant Professor, Jefferson College of Nursing Thomas Jefferson University Philadelphia, Pennsylvania


Maria A. Revell, PhD, RN Professor of Nursing Middle Tennessee State University Murfreesboro, Tennessee


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Stephanie Vaughn, PhD, RN, CRRN Interim Director, School of Nursing California State University, Fullerton Fullerton, California


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Preface


Research methodology is not a static enterprise. Even after writing nine editions of this book, we continue to draw inspiration and new material from groundbreaking advances in research methods and in nurse researchers’ use of those methods. It is exciting and uplifting to share many of those advances in this new edition. We expect that many of the new methodologic and technologic advances will be translated into powerful evidence for nursing practice. Five years ago, we considered the ninth edition as a watershed edition of a classic textbook. We are persuaded, however, that this 10th edition is even better. We have retained many features that made this book a classic textbook and resource, including its focus on research as a support for evidence-based nursing, but have introduced important innovations that will help to shape the future of nursing research.


NEW TO THIS EDITION


New Chapters We have added two new chapters on “cutting-edge” topics that are not well covered in any major research methods textbook, regardless of discipline. The first is a chapter on an issue of critical importance to health professionals and yet inadequately addressed in the nursing literature: the clinical significance of research findings. In Chapter 20, we discuss various conceptualizations of clinical significance and present methods of operationalizing those conceptualizations so that clinical significance can be assessed at both the individual and group level. We believe that this is a “must-read” chapter for nurses whose research is designed to inform clinical practice. The second new chapter in this edition concerns the


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design and conduct of pilot studies. In recent years, experts have written at length about the poor quality of many pilot studies. Chapter 28 provides guidance on how to develop pilot study objectives and draw conclusions about the appropriate next step—that is, whether to proceed to a full-scale study, make major revisions, or abandon the project. This chapter is included in Part 5 of this book, which is devoted to mixed methods research, because pilots can benefit from both qualitative and quantitative evidence.


New Content Throughout the book, we have included material on methodologic innovations that have arisen in nursing, medicine, and the social sciences during the past 4 to 5 years. The many additions and changes are too numerous to describe here, but a few deserve special mention. In particular, we have totally revised the chapters on measurement (Chapter 14) and scale development (Chapter 15) to reflect emerging ideas about key measurement properties and the assessment of newly developed instruments.


The inclusion of two new chapters made it challenging to keep the textbook to a manageable length. Our solution was to move some content in the ninth edition to supplements that are available online. In fact, every chapter has an online supplement, which gave us the opportunity to add a considerable amount of new content. For example, one supplement is devoted to evidence-based methods to recruit and retain study participants. Other supplements include a description of various randomization methods, an overview of item response theory, guidance on wording proposals to conduct pilot studies, and a discussion of quality improvement studies. Following is a complete list of the supplements for the 31 chapters of this textbook:


1. The History of Nursing Research 2. Evaluating Clinical Practice Guidelines—AGREE II 3. Deductive and Inductive Reasoning 4. Complex Relationships and Hypotheses 5. Literature Review Matrices 6. Prominent Conceptual Models of Nursing Used by Nurse Researchers,


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and a Guide to Middle-Range Theories 7. Historical Background on Unethical Research Conduct 8. Research Control 9. Randomization Strategies 10. The RE-AIM Framework 11. Other Specific Types of Research 12. Sample Recruitment and Retention 13. Other Types of Structured Self-Reports 14. Cross-Cultural Validity and the Adaptation/Translation of Measures 15. Overview of Item Response Theory 16. SPSS Analysis of Descriptive Statistics 17. SPSS Analysis of Inferential Statistics 18. SPSS Analysis and Multivariate Statistics 19. Some Preliminary Steps in Quantitative Analysis Using SPSS 20. Clinical Significance Assessment with the Jacobson-Truax Approach 21. Historical Nursing Research 22. Generalizability and Qualitative Research 23. Additional Types of Unstructured Self-Reports 24. Transcribing Qualitative Data 25. Whittemore and Colleagues’ Framework of Quality Criteria in


Qualitative Research 26. Converting Quantitative and Qualitative Data 27. Complex Intervention Development: Exploratory Questions 28. Examples of Various Pilot Study Objectives 29. Publication Bias in Meta-Analyses 30. Tips for Publishing Reports on Pilot Intervention Studies 31. Proposals for Pilot Intervention Studies


Another new feature of this edition concerns our interest in readers’ access to references we cited. To the extent possible, the studies we have chosen as examples of particular research methods are published as open- access articles. These studies are identified with an asterisk in the reference list at the end of each chapter, and a link to the article is included in the Toolkit section of the Resource Manual. We hope that these revisions will help users of this book to maximize their learning experience.

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