Qualitative Methods and Data Analysis Using ATLAS. ti : A Comprehensive Researchers' Manual

• Autore: Gupta Ajay
• Pubblicazione: Cham : , : Springer International Publishing AG, , 2024; ©2024
• Edizione: 1st ed.
• Descrizione fisica: 1 online resource (449 pages)
• Nota di contenuto: Intro -- Preface -- Features of the Book -- How Should Researchers Use the Book? -- Acknowledgements -- About This Book -- Contents -- About the Author -- List of Figures -- List of Tables -- 1 Introduction -- Meaning and Importance of Qualitative Research -- Characteristics of Qualitative Research -- The Philosophical Foundations of Qualitative Research -- Difference Between Qualitative and Quantitative Research -- Research Paradigm -- Research Perspectives -- Symbolic Interaction and Phenomenology -- Ethnomethodology and Constructivism -- Structural and Psychoanalytical -- Thick and Thin Description -- Approaches to Qualitative Research -- Meaning of Exploration -- Steps in Qualitative Research -- The Problem to Be Investigated -- Development of Conceptual Framework -- Formulating Aims and Objectives -- Research Design -- Sampling Strategy -- Data Collection -- Data Analysis -- Interpretation and Discussion of Results -- Presenting the Report -- Recommended Readings -- 2 Types of Data, Data Collection, and Storage Methods -- Importance of Qualitative Data -- Methods of Collecting Qualitative Data -- One-on-One Interviews -- Observation -- Focus Groups -- Storing Data -- Approaches to Qualitative Inquiry -- Narrative Study -- Phenomenological Research -- Types of Phenomenological Data Analysis Methods -- Grounded Theory -- Challenges in Using Grounded Theory -- Prerequisite for Grounded Theory Analysis -- Ethnographic Research -- Case Studies -- Research Diary and Field Notes -- Transcription of Data -- Contents of Transcripts -- Challenges in Transcription -- Framework for Qualitative Research -- Recommended Readings -- 3 Challenges in Data Collection -- Becoming Familiar with the Settings of the Study -- Challenges in Data Collection -- Ethical Concerns in Qualitative Research -- Ethical Challenges and Practices. ; Ethical Issues in Studying Internet Communities -- A Caution About Google Forms -- Information from Informal Discussions -- Disclosing Researcher's Identity -- Two Incidents -- The First Incident -- The Second Incident -- Contents of Letter of Introduction -- Challenges in Getting Consent -- When and Where to Conduct Interviews -- Types of Interviews -- How to Begin an Interview -- Types of Interview Questions -- Probing Techniques During Interviews -- Finishing an Interview -- What to Write in Field Notes -- Describing Field Experiences -- Before the Interview -- During the Interview -- After the Interview -- While Waiting for the Interview -- Recommended Readings -- 4 Codes and Coding -- What is a Code -- Code Types -- Open Coding -- Inductive Coding -- Deductive Coding -- Abductive Coding -- Hybrid Coding -- In Vivo Coding -- Axial Coding -- Selective Coding -- Approaches to Coding in Qualitative Research -- Major Approaches to Coding in Grounded Theory -- Coding Process in Grounded Theory -- Codes, Categories, and Patterns -- Methods in Coding Cycle -- First Cycle Coding -- Second Cycle Coding -- Computer Assisted/Aided Qualitative Data Analysis (CAQDAS) -- Advantages and Limitations of Computer-Assisted Analysis of Qualitative Data -- Advantages -- Limitations -- What the Researcher Should Know About CAQDAS -- What the Software Does -- What the Software Does not Do -- Recommended Readings -- 5 Data Analysis Methods -- An Overview of ATLAS.ti -- About the Examples Used in the Discussions in This Book -- A Comprehensive Framework for Data Analysis Using ATLAS.ti -- Analysis of Qualitative Data -- Codes in ATLAS.ti -- Free Codes -- Open Codes -- Quick Coding -- Auto-coding -- Splitting Codes -- When and How to Split Codes -- Steps for Splitting Codes in ATLAS.ti -- Redundant Coding -- When and How to Merge Codes -- Auto-Coding in ATLAS.ti. ; The Auto-Coding Window -- Creating a Research Project in ATLAS.ti -- Understanding Documents in Qualitative Research -- Meaning of Quotations -- Identifying Quotations in ATLAS.ti -- Identifying Quotations from Responses -- Coding Window in ATLAS.ti -- Generating Codes from Quotations -- Steps for Generating a Code -- Memos -- Writing a Memo -- Steps for Writing a Memo in ATLAS.ti -- Steps in Writing Memo Types -- Coding Field Notes -- Coding Field Observations -- Comments -- Writing Comments -- Steps for Writing Comments -- Writing Comments for Documents -- Writing Comments for Quotations -- Writing Comments for Codes -- Writing Comments for Memos -- Understanding Comments and Memos -- Themes -- Code-Theme Relationships -- Language of Qualitative Research -- Presenting Results and Findings -- Recommended Readings -- 6 Using Networks and Hyperlinks -- Overview -- Nodes and Links -- Presenting Networks -- Using Networks -- Relationships and Hyperlinks -- Difference Between Code-Code Relationships and Hyperlinks -- Creating Hyperlinks -- Creating Hyperlinks with Multiple Documents -- Tabs and Tab Groups -- Properties of Relationships -- Neighbors and Co-occurring Codes -- Case Analysis Using Networks -- Usefulness of Local and Global Filters -- Setting up Global Filters -- Recommended Readings -- 7 Discovering Themes in ATLAS.ti -- Data Analysis -- Data Analysis Using Query Tool -- Code Co-occurrence Analysis -- C-coefficient -- Sankey Diagram of Code Co-occurrence -- Applications of C-coefficient -- Frequency Count and Listed Quotations -- Operators and Code Co-occurrence -- Code-Document Table -- Binarized Data -- Normalized Frequencies -- Sankey Diagram for a Code-Document Table -- Showing Themes in One Report -- Recommended Readings -- 8 Generating Themes from Smart Codes and Smart Groups -- Smart Codes and Normal Codes. ; Smart Groups and Normal Groups -- Forming Smart Codes and Smart Groups -- Set Operators -- Functions of Proximity Operators -- Steps for Generating Reports Using Set Operators -- Generating Reports with Proximity Operators -- Smart Codes and Their Interpretation -- Interpreting Smart Groups -- Thematic Visualization of Networks -- Recommended Readings -- 9 Group Creation for Entities and Report Generation -- Document Groups -- Steps for Creating a Document Group -- Creating a Network of Document Groups -- Steps for Creating a Network -- Reports -- Single or Group Document -- Reports for Document Groups -- Reports for Quotations -- Code Groups -- Code Groups and Code Categories -- Steps for Forming Code Groups -- Creating a Network of Code Groups -- Making an Informative Network -- Reports on Codes -- Memo Groups -- Creating a Memo Group -- Creating a Network of Memo Groups -- Creating a Network -- Reports from Memos -- Single Memo -- Reports for Memo Groups -- Network Groups -- Creating a Network Group -- Networks of Network Groups -- Network of a Network Groups -- Reports for Networks -- Report for Single Network -- Network Groups -- Data Classification Window -- Recommended Readings -- 10 Survey Data Analysis -- An Overview of Survey Data -- Types of Data that Can Be Imported -- Coding Options for Survey Data -- Using Stop and Go Lists -- Steps in Data Analysis -- Analysis of Survey Data -- Sample Research Project -- The Objective of the Study -- Data Collection Process -- Code Document Tables -- Code Co-occurrence -- Analysis of Survey Data Using AI Coding -- Generating a Text Report -- Recommended Readings -- 11 Social Network Comments and Twitter Data Analysis -- Preparation of Twitter Data -- Importing Twitter Data -- Importing Data into ATLAS.ti -- Coding Tweets -- Analysis of Twitter Data -- Interpretation of Themes from Twitter Data. ; Analysis of Social Network Comments -- Analysis of Viewer Comments on YouTube -- Analysis of YouTube Comments Using AI Coding -- Recommended Readings -- 12 Analysis of Focus Group Data -- Focus Group Discussion -- Nature and Types of Focus Group Data -- Types of Focus Group Discussion -- Piggyback Focus Groups -- Frameworks for Focus Group Data Analysis -- Flowchart of Focus Group Discussion Analysis -- Computer-Aided Analysis of Focus Group Data -- Coding Options for Focus Group Data -- Coding Focus Group Discussion Data -- Two-Level Analysis of Focus Group Data -- Focus Group Data Analysis -- Krueger Focus Group Analysis Tips -- Analysis of FGD Data in ATLAS.ti -- Steps -- Analysis of Focus of Group Discussion Data in ATLAS.ti -- Recommended Readings -- 13 Multimedia and Geo Data Analysis -- Multimedia Data -- Preparing Transcripts -- Five Approaches to Multimedia Data Analysis -- Transcription Software -- Importing Multimedia Data -- Creating Quotations and Codes from Multimedia Data -- Working with Multimedia Data and Ready Transcripts -- Working with Video Projects -- Collecting Multimedia Data -- Working with Video Data -- Findings and Interpretations -- Working with Geodata -- Geo Document in ATLAS.ti 23 -- Creating Quotations and Codes in Geo Documents -- Example of a Research Project in Geo Document -- Recommended Readings -- 14 Team Projects in ATLAS.ti -- Chapter Overview -- Reliability and Validity in Qualitative Research -- Intercoder Agreement in Teamwork -- Challenges in Interpretation of Intercoder Agreement -- Prerequisite Knowledge for Working in an ATLAS.ti Team Project -- Team Project Scenarios -- Setting up a Team Project -- Setting a up a Master Project -- A Project with 10 Interviews -- Creating Codes in a Team Project -- Coding Method in a Team Project -- Intercoder Agreement in ATLAS.ti. ; Preparing Data for Inter-coder Agreement Check.
• Titolo autorizzato: Qualitative Methods and Data Analysis Using ATLAS. ti
• ISBN: 3-031-49650-7
• Formato: Materiale a stampa
• Livello bibliografico: Monografia
• Lingua di pubblicazione: Inglese
• Record Nr.: 9910806197903321
• Lo trovi qui: Univ. Federico II
• Serie: Springer Texts in Social Sciences Series