The Application of Content Analysis in Nursing Science Research

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Publisher : Springer Nature
ISBN 13 : 3030301990
Total Pages : 115 pages
Book Rating : 4.0/5 (33 download)

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Book Synopsis The Application of Content Analysis in Nursing Science Research by : Helvi Kyngäs

Download or read book The Application of Content Analysis in Nursing Science Research written by Helvi Kyngäs and published by Springer Nature. This book was released on 2019-10-31 with total page 115 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book provides principles on content analysis and its application into development of nursing theory. It offers clear guidance to students, lecturers and researchers to gain a deeper understanding of the method of content analysis, its implementation into their own research and criteria of trustworthiness evaluation. The book is written in user-friendly language with provided research examples and cases, and the content is illustrated by figures and tables. The authors offer their expertise in providing a well thought through explanation of content analysis in didactical style, which will enhance university education. The book includes highly experienced researchers who have published articles on content analysis and the trustworthiness of the method with more than 10 000 citations. Divided into two parts, this book explores the application of content analysis into nursing science. The first part presents the philosophical position of content analysis, inductive and deductive methods of using content analysis, trustworthiness of the method, and ethical consideration of using content analysis. The second part informs on the theory development based on content analysis, conceptualization of the concepts of content analysis into generation of items and instrument development, and statistical testing of a hypothetical model. The last chapter shows a new approach to using content analysis in systematic reviews and quality evaluation of methodology within systematic review process. The book is an essential tool for nursing science, providing instruction on key methodological elements in order to provide rigorously conducted empirical research for clinical practice and nursing education.

Nursing Research Using Data Analysis

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Publisher : Springer Publishing Company
ISBN 13 : 082612688X
Total Pages : 249 pages
Book Rating : 4.8/5 (261 download)

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Book Synopsis Nursing Research Using Data Analysis by : Mary De Chesnay

Download or read book Nursing Research Using Data Analysis written by Mary De Chesnay and published by Springer Publishing Company. This book was released on 2014-12-05 with total page 249 pages. Available in PDF, EPUB and Kindle. Book excerpt: This is a concise, step-by-step guide to conducting qualitative nursing research using various forms of data analysis. It is part of a unique series of books devoted to seven different qualitative designs and methods in nursing, written for both novice researchers and specialists seeking to develop or expand their competency. This practical resource encompasses such methodologies as content analysis, a means of organizing and interpreting data to elicit themes and concepts; discourse analysis, used to analyze language to understand social or historical context; narrative analysis, in which the researcher seeks to understand human experience through participant stories; and focus groups and case studies, used to understand the consensus of a group or the experience of an individual and his or her reaction to a difficult situation such as disease or trauma. Written by a noted qualitative research scholar and contributing experts, the book describes the philosophical basis for conducting research using data analysis and delivers an in-depth plan for applying its methodologies to a particular study, including appropriate methods, ethical considerations, and potential challenges. It presents practical strategies for solving problems related to the conduct of research using the various forms of data analysis and presents a rich array of case examples from published nursing research. These include author analyses to support readers in decision making regarding their own projects. The book embraces such varied topics as data security in qualitative research, the image of nursing in science fiction literature, the trajectory of research in several nursing studies throughout Africa, and many others. Focused on the needs of both novice researchers and specialists, it will be of value to health institution research divisions, in-service educators and students, and graduate nursing educators and students. Key Features: Explains how to conduct nursing research using content analysis, discourse analysis, narrative analysis, and focus groups and case studies Presents state-of-the-art designs and protocols Focuses on solving practical problems related to the conduct of research Features rich nursing exemplars in a variety of health/mental health clinical settings in the United States and internationally

Qualitative Content Analysis in Practice

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Publisher : SAGE
ISBN 13 : 1446258750
Total Pages : 283 pages
Book Rating : 4.4/5 (462 download)

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Book Synopsis Qualitative Content Analysis in Practice by : Margrit Schreier

Download or read book Qualitative Content Analysis in Practice written by Margrit Schreier and published by SAGE. This book was released on 2012-02-21 with total page 283 pages. Available in PDF, EPUB and Kindle. Book excerpt: Qualitative content analysis is a powerful method for analyzing large amounts of qualitative data collected through interviews or focus groups. It is frequently employed by students, but introductory textbooks on content analysis have largely focused on the quantitative version of the method. In one of the first to focus on qualitative content analysis, Margrit Schreier takes students step-by step through: - creating a coding frame - segmenting the material - trying out the coding frame - evaluating the trial coding - carrying out the main coding - what comes after qualitative content analysis - making use of software when conducting qualitative content analysis. Each part of the process is described in detail and research examples are provided to illustrate each step. Frequently asked questions are answered, the most important points are summarized, and end of chapter questions provide an opportunity to revise these points. After reading the book, students are fully equiped to conduct their own qualitative content analysis. Designed for upper level undergraduate, MA, PhD students and researchers across the social sciences, this is essential reading for all those who want to use qualitative content analysis.

The Content Analysis Guidebook

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Publisher : SAGE
ISBN 13 : 1412979471
Total Pages : 457 pages
Book Rating : 4.4/5 (129 download)

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Book Synopsis The Content Analysis Guidebook by : Kimberly A. Neuendorf

Download or read book The Content Analysis Guidebook written by Kimberly A. Neuendorf and published by SAGE. This book was released on 2017 with total page 457 pages. Available in PDF, EPUB and Kindle. Book excerpt: Content analysis is a complex research methodology. This book provides an accessible text for upper level undergraduates and graduate students, comprising step-by-step instructions and practical advice.

The SAGE Encyclopedia of Communication Research Methods

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Publisher : SAGE Publications
ISBN 13 : 1483381420
Total Pages : 2013 pages
Book Rating : 4.4/5 (833 download)

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Book Synopsis The SAGE Encyclopedia of Communication Research Methods by : Mike Allen

Download or read book The SAGE Encyclopedia of Communication Research Methods written by Mike Allen and published by SAGE Publications. This book was released on 2017-04-11 with total page 2013 pages. Available in PDF, EPUB and Kindle. Book excerpt: Communication research is evolving and changing in a world of online journals, open-access, and new ways of obtaining data and conducting experiments via the Internet. Although there are generic encyclopedias describing basic social science research methodologies in general, until now there has been no comprehensive A-to-Z reference work exploring methods specific to communication and media studies. Our entries, authored by key figures in the field, focus on special considerations when applied specifically to communication research, accompanied by engaging examples from the literature of communication, journalism, and media studies. Entries cover every step of the research process, from the creative development of research topics and questions to literature reviews, selection of best methods (whether quantitative, qualitative, or mixed) for analyzing research results and publishing research findings, whether in traditional media or via new media outlets. In addition to expected entries covering the basics of theories and methods traditionally used in communication research, other entries discuss important trends influencing the future of that research, including contemporary practical issues students will face in communication professions, the influences of globalization on research, use of new recording technologies in fieldwork, and the challenges and opportunities related to studying online multi-media environments. Email, texting, cellphone video, and blogging are shown not only as topics of research but also as means of collecting and analyzing data. Still other entries delve into considerations of accountability, copyright, confidentiality, data ownership and security, privacy, and other aspects of conducting an ethical research program. Features: 652 signed entries are contained in an authoritative work spanning four volumes available in choice of electronic or print formats. Although organized A-to-Z, front matter includes a Reader’s Guide grouping entries thematically to help students interested in a specific aspect of communication research to more easily locate directly related entries. Back matter includes a Chronology of the development of the field of communication research; a Resource Guide to classic books, journals, and associations; a Glossary introducing the terminology of the field; and a detailed Index. Entries conclude with References/Further Readings and Cross-References to related entries to guide students further in their research journeys. The Index, Reader’s Guide themes, and Cross-References combine to provide robust search-and-browse in the e-version.

Content Analysis

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Publisher : SAGE
ISBN 13 : 9780761915454
Total Pages : 442 pages
Book Rating : 4.9/5 (154 download)

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Book Synopsis Content Analysis by : Klaus Krippendorff

Download or read book Content Analysis written by Klaus Krippendorff and published by SAGE. This book was released on 2004 with total page 442 pages. Available in PDF, EPUB and Kindle. Book excerpt: The Second Edition of Content Analysis: An Introduction to Its Methodology is a definitive sourcebook of the history and core principles of content analysis as well as an essential resource for present and future studies. The book introduces readers to ways of analyzing meaningful matter such as texts, images, voices - that is, data whose physical manifestations are secondary to the meanings that a particular population of people brings to them. Organized into three parts, the book examines the conceptual and methodological aspects of content analysis and also traces several paths through content analysis protocols. The author has completely revised and updated the Second Edition, integrating new information on computer-aided text analysis. The book also includes a practical guide that incorporates experiences in teaching and how to advise academic and commercial researchers. In addition, Krippendorff clarifies the epistemology and logic of content analysis as well as the methods for achieving its aims. Intended as a textbook for advanced undergraduate and graduate students across the social sciences, Content Analysis, Second Edition will also be a valuable resource for practitioners in a variety of disciplines.

Applied Thematic Analysis

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Publisher : SAGE
ISBN 13 : 1412971675
Total Pages : 321 pages
Book Rating : 4.4/5 (129 download)

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Book Synopsis Applied Thematic Analysis by : Greg Guest

Download or read book Applied Thematic Analysis written by Greg Guest and published by SAGE. This book was released on 2012 with total page 321 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book provides step-by-step instructions on how to analyze text generated from in-depth interviews and focus groups, relating predominantly to applied qualitative studies. The book covers all aspects of the qualitative data analysis process, employing a phenomenological approach which has a primary aim of describing the experiences and perceptions of research participants. Similar to Grounded Theory, the authors' approach is inductive, content-driven, and searches for themes within textual data.

Management Research

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Publisher : Routledge
ISBN 13 : 1317819144
Total Pages : 440 pages
Book Rating : 4.3/5 (178 download)

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Book Synopsis Management Research by : Susan Rose

Download or read book Management Research written by Susan Rose and published by Routledge. This book was released on 2014-07-25 with total page 440 pages. Available in PDF, EPUB and Kindle. Book excerpt: For many post-graduate students undertaking a research project for the first time is a daunting prospect. Gaining the knowledge and skills needed to do research typically has to be done alongside carrying out the project itself. Students often have to conduct their research independently, perhaps with limited tutor contact. What is needed in such situations is a resource that supports the new researcher on every step of the research journey, from defining the project to communicating its findings. Management Research: Applying the Principles provides just such a resource. Structured around the key stages of a research project, it is designed to provide answers to the questions faced by new researchers but without neglecting the underlying principles of good research. Each chapter includes ‘next steps’ activities to help readers apply the content to their own live research project. The companion website provides extensive resources, including video tutorials, to support the development of practical research skills. The text reflects the richness and variety of current business and management research both in its presentation of methods and techniques and its choice of examples drawn from different subject disciplines, industries and organizations. Management Research: Applying the Principles combines diversity of coverage with a singularity of purpose: to help students complete their research project to a rigorous standard.

Studying Interpersonal Interaction

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Publisher : Guilford Press
ISBN 13 : 9780898622904
Total Pages : 372 pages
Book Rating : 4.6/5 (229 download)

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Book Synopsis Studying Interpersonal Interaction by : Barbara M. Montgomery

Download or read book Studying Interpersonal Interaction written by Barbara M. Montgomery and published by Guilford Press. This book was released on 1993-11-01 with total page 372 pages. Available in PDF, EPUB and Kindle. Book excerpt: This volume presents a comprehensive, critical examination of current research methods used to study human social behavior as it occurs in interpersonal settings such as families, acquaintanceships, friendships, and romantic partnerships. Multidisciplinary in approach, the book's chapters are written by leading figures in communication, social psychology, sociology, and family studies who explore the methodological choices a researcher must make in order to study interpersonal interaction. To permit clear comparison, all chapters in this volume reference the same, common research problem to develop examples, illustrate controversial issues, and describe the potential of the particular method under discussion. Written in an accessible style, chapters openly discuss the strengths and weaknesses of each method, consider underlying philosophy and assumptions, and note limitations as well as advantages. The result is an originally crafted work that offers readers a unique way to learn about, compare, and ultimately judge the many methods presently available to the researcher or student of interpersonal interaction. Part I considers the assumptions researchers must make about the nature of a social interaction in order to study it. Chapters address issues related to formulating research problems, choosing a research paradigm, determining a viewpoint (participant, peer, or observer) from which to gather data, deciding on appropriate levels and units of analysis, incorporating time, and assessing the mutual adaptation that characterizes interpersonal communication. Part II focuses on procedures for gathering data. These include using accounts and narratives, logs and diaries, retrospective self reports, discourse records, direct observation, and experimentation. Part III highlights new and newly re-discovered methods for analyzing interaction data. Assuming that the reader is familiar with traditional regression and mean-differences approaches, chapters build on this knowledge base to discuss content analysis, tests of sequential association in categorical data, ways of dealing with interdependence in dyadic data, and longitudinal analytic techniques such as time-series analysis, phasic analysis, and meta-analysis. The book concludes with a chapter that both summarizes previous chapters and convincingly argues for methodological pluralism. Encompassing the broad range of central concerns in designing research studies--from conceptualization, through assessment, to data analysis--this book is an ideal reference source for all those engaged in actual research projects. It is also highly valuable for advanced undergraduate and graduate methods courses.

The SAGE Encyclopedia of Qualitative Research Methods

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Publisher : SAGE Publications
ISBN 13 : 1452265895
Total Pages : 1073 pages
Book Rating : 4.4/5 (522 download)

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Book Synopsis The SAGE Encyclopedia of Qualitative Research Methods by : Lisa M. Given

Download or read book The SAGE Encyclopedia of Qualitative Research Methods written by Lisa M. Given and published by SAGE Publications. This book was released on 2008-08-19 with total page 1073 pages. Available in PDF, EPUB and Kindle. Book excerpt: Qualitative research is designed to explore the human elements of a given topic, while specific qualitative methods examine how individuals see and experience the world. Qualitative approaches are typically used to explore new phenomena and to capture individuals′ thoughts, feelings, or interpretations of meaning and process. Such methods are central to research conducted in education, nursing, sociology, anthropology, information studies, and other disciplines in the humanities, social sciences, and health sciences. Qualitative research projects are informed by a wide range of methodologies and theoretical frameworks. The SAGE Encyclopedia of Qualitative Research Methods presents current and complete information as well as ready-to-use techniques, facts, and examples from the field of qualitative research in a very accessible style. In taking an interdisciplinary approach, these two volumes target a broad audience and fill a gap in the existing reference literature for a general guide to the core concepts that inform qualitative research practices. The entries cover every major facet of qualitative methods, including access to research participants, data coding, research ethics, the role of theory in qualitative research, and much more—all without overwhelming the informed reader. Key Features Defines and explains core concepts, describes the techniques involved in the implementation of qualitative methods, and presents an overview of qualitative approaches to research Offers many entries that point to substantive debates among qualitative researchers regarding how concepts are labeled and the implications of such labels for how qualitative research is valued Guides readers through the complex landscape of the language of qualitative inquiry Includes contributors from various countries and disciplines that reflect a diverse spectrum of research approaches from more traditional, positivist approaches, through postmodern, constructionist ones Presents some entries written in first-person voice and others in third-person voice to reflect the diversity of approaches that define qualitative work Key Themes Approaches and Methodologies Arts-Based Research, Ties to Computer Software Data Analysis Data Collection Data Types and Characteristics Dissemination History of Qualitative Research Participants Quantitative Research, Ties to Research Ethics Rigor Textual Analysis, Ties to Theoretical and Philosophical Frameworks The SAGE Encyclopedia of Qualitative Research Methods is designed to appeal to undergraduate and graduate students, practitioners, researchers, consultants, and consumers of information across the social sciences, humanities, and health sciences, making it a welcome addition to any academic or public library.

Measurement in Nursing and Health Research

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Publisher : Springer Publishing Company
ISBN 13 : 0826105084
Total Pages : 505 pages
Book Rating : 4.8/5 (261 download)

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Book Synopsis Measurement in Nursing and Health Research by : Elizabeth R. Lenz, PhD, RN, FAAN

Download or read book Measurement in Nursing and Health Research written by Elizabeth R. Lenz, PhD, RN, FAAN and published by Springer Publishing Company. This book was released on 2010-04-17 with total page 505 pages. Available in PDF, EPUB and Kindle. Book excerpt: Designated a Doody's Core Title! "This is a valuable resource for readers seeking basic to advanced information on measurement. It should be on the bookshelf of all researchers, and a requirement for graduate nursing students."Score: 100, 5 stars--Doody's Medical Reviews "...this book is a wonderful shelf reference for nurse researcher mentors and investigators who may need to explore content or use content to design, test, select, and evaluate instruments and methods used in measuring nurse concepts and outcomes."--Clinical Nurse Specialist This fourth edition presents everything nurses and health researchers need to know about designing, testing, selecting, and evaluating instruments and methods for measuring in nursing. Thoroughly updated, this fourth edition now contains only the latest, most cutting-edge measurement instruments that have direct applicability for nurses and health researchers in a variety of roles, including students, clinicians, educators, researchers, administrators, and consultants. Using clear and accessible language, the authors explain in detail, and illustrate by example, how to conduct sound measurement practices that have been adequately tested for reliability and validity. This edition is enriched with topics on the leading edge of nursing and health care research, such as measurement in the digital world, biomedical instrumentation, new clinical data collection methods, and methods for measuring quality of care. Key features: Provides new and emerging strategies for testing the validity of specific measures Discusses computer-based testing: the use of Internet research and data collection Investigates methods for measuring physiological variables using biomedical instrumentation Includes information on measurement practices in clinical research, focusing on clinical data collection methods, such as clinimetrics Identifies the challenges of measuring quality of care and how to address them

Applied Qualitative Research Design

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Publisher : Guilford Publications
ISBN 13 : 1462519105
Total Pages : 417 pages
Book Rating : 4.4/5 (625 download)

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Book Synopsis Applied Qualitative Research Design by : Margaret R. Roller

Download or read book Applied Qualitative Research Design written by Margaret R. Roller and published by Guilford Publications. This book was released on 2015-02-23 with total page 417 pages. Available in PDF, EPUB and Kindle. Book excerpt: This unique text provides a comprehensive framework for creating, managing, and interpreting qualitative research studies that yield valid and useful information. Examples of studies from a wide range of disciplines illustrate the strengths, limitations, and applications of the primary qualitative methods: in-depth interviews, focus group discussions, ethnography, content analysis, and case study and narrative research. Following a consistent format, chapters show students and researchers how to implement each method within a paradigm-neutral and flexible Total Quality Framework (TQF) comprising four interrelated components: Credibility, Analyzability, Transparency, and Usefulness. Unlike other texts that relegate quality issues to one or two chapters, detailed discussions of such crucial topics as construct validity, interresearcher reliability, researcher bias, and verification strategies are featured throughout. The book also addresses applications of the TQF to the writing, review, and evaluation of qualitative research proposals and manuscripts. Pedagogical Features *Summary tables that highlight important content, such as the application of a method to vulnerable or hard-to-reach populations. *Case studies that illustrate TQF standards in practice for each method. *Guidelines for effective documentation (via thick descriptions) of each type of study. *End-of-chapter discussion topics, exercises, and suggested further reading and Web resources. *Chapters open with a preview and close with a bulleted summary of key ideas. *Extensive glossary. 2021 Winner--American Association for Public Opinion Research (AAPOR) Book Award

Qualitative Research in Nursing

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Publisher : Lippincott Williams & Wilkins
ISBN 13 : 0781796008
Total Pages : 496 pages
Book Rating : 4.7/5 (817 download)

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Book Synopsis Qualitative Research in Nursing by : Helen Streubert Speziale

Download or read book Qualitative Research in Nursing written by Helen Streubert Speziale and published by Lippincott Williams & Wilkins. This book was released on 2011 with total page 496 pages. Available in PDF, EPUB and Kindle. Book excerpt: "Qualitative Research in Nursing is a user-friendly text that systematically provides a sound foundation for understanding a wide range of qualitative research methodologies, including triangulation. It approaches nursing education, administration, and practice and gives step-by-step details to instruct students on how to implement each approach. Features include emphasis on ethical considerations and methodological triangulation, instrument development and software usage; critiquing guidelines and questions to ask when evaluating aspects of published research; and tables of published research that offer resources for further reading"--Provided by publisher.

Key Concepts in Social Research

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Publisher : SAGE
ISBN 13 : 1848600623
Total Pages : 249 pages
Book Rating : 4.8/5 (486 download)

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Book Synopsis Key Concepts in Social Research by : Geoff Payne

Download or read book Key Concepts in Social Research written by Geoff Payne and published by SAGE. This book was released on 2004-03-18 with total page 249 pages. Available in PDF, EPUB and Kindle. Book excerpt: `This clearly written and user-friendly book is ideal for students or researchers who wish to get a basic, but solid grasp of a topic and see how it fits with other topics. By following the links a student can easily and efficiently build up a clear conceptual map of social research′ - Malcolm Williams, Reader in Sociology, Cardiff University `This is a really useful book, written in an accessible manner for students beginning their study of social research methods. It is helpful both as an introductory text and as a reference guide for more advanced students. Most of the key topics in methods and methodology are covered and it will be suitable as a recommended text on a wide variety of courses′ - Clive Seale, Brunel University At last, an authoritative, crystal-clear introduction to research methods which really takes account of the needs of students for accessible, focused information to help with undergraduate essays and exams. The key concepts discussed here are based on a review of teaching syllabi and the authors′ experience of many years of teaching. Topics range over qualitative and quantitative approaches and combine practical considerations with philosophical issues. They include several new topics, like internet and phone polling, internet searches, and visual methods. Each section is free-standing, can be tackled in order, but with links to other sections to enable students to cross-reference and build up a wider understanding of central research methods. To facilitate comprehension and aid study, each section begins with a definition. It is followed by a summary of key points with key words and guides to further reading and up-to-date examples. The book is a major addition to undergraduate reading lists. It is reliable, allows for easy transference to essays and exams and easy to use, and exceptionally clearly written for student consumption. The book answers the needs of all those who find research methods daunting, and for those who have dreamt of an ideal introduction to the subject.

Burns and Grove's The Practice of Nursing Research - E-Book

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Author :
Publisher : Elsevier Health Sciences
ISBN 13 : 0323377602
Total Pages : 738 pages
Book Rating : 4.3/5 (233 download)

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Book Synopsis Burns and Grove's The Practice of Nursing Research - E-Book by : Jennifer R. Gray

Download or read book Burns and Grove's The Practice of Nursing Research - E-Book written by Jennifer R. Gray and published by Elsevier Health Sciences. This book was released on 2016-08-10 with total page 738 pages. Available in PDF, EPUB and Kindle. Book excerpt: - NEW Mixed Methods Research chapter and emphasis covers this increasingly popular approach to research. - NEW! Expanded emphasis on qualitative research provides more balanced coverage of qualitative and quantitative methods, addressing the qualitative research methodologies that are often the starting point of research projects, particularly in magnet hospitals and DNP programs. - ENHANCED emphasis on evidence-based practice addresses this key graduate-level QSEN competency. - UPDATED emphasis on the most currently used research methodologies focuses on the methods used in both quantitative research and qualitative research, as well as outcomes research and mixed methods research. - NEW! Quick-reference summaries are located inside the book's covers, including a table of research methods on the inside front cover and a list of types of research syntheses (with definitions) inside the back cover. - NEW student resources on the Evolve companion website include 400 interactive review questions along with a library of 10 Elsevier research articles. - NEW! Colorful design highlights key information such as tables and research examples

Meta-Study of Qualitative Health Research

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Publisher : SAGE
ISBN 13 : 9780761924159
Total Pages : 180 pages
Book Rating : 4.9/5 (241 download)

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Book Synopsis Meta-Study of Qualitative Health Research by : Barbara L. Paterson

Download or read book Meta-Study of Qualitative Health Research written by Barbara L. Paterson and published by SAGE. This book was released on 2001-06 with total page 180 pages. Available in PDF, EPUB and Kindle. Book excerpt: This title provides step-by-step directions for how to conduct a meta-study, as well as recommendations for tools and standards for the application of this approach.

Hermeneutic Phenomenological Research

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Publisher : SAGE Publications
ISBN 13 : 1452263442
Total Pages : 127 pages
Book Rating : 4.4/5 (522 download)

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Book Synopsis Hermeneutic Phenomenological Research by : Marlene Zichi Cohen

Download or read book Hermeneutic Phenomenological Research written by Marlene Zichi Cohen and published by SAGE Publications. This book was released on 2000-05-26 with total page 127 pages. Available in PDF, EPUB and Kindle. Book excerpt: Of all the qualitative research methods, none has provoked more interest among nurses than phenomenological research. As part of Pam Brink′s nuts and bolts series on research methods for nurses, this volume will provide a much-needed introduction to this methodology, including discussions on site-access, preparation, proposal-writing, ethical issues, data collections, bias reduction, data analysis, and research publication.