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Computer-Based Analysis of Qualitative Data: NVIVO
NVIVO is one of a number of software programs available for the organization, management, and analysis of text, image, and audio data. Data can be transcribed, coded, searched, and retrieved in the software. Memos, cases, attributes, matrices, charts, and models of data can be created during the analysis process, providing a number of useful functions for case study research. It works on a PC/Windows platform.
Conceptual Overview and Discussion
The NVIVO workspace is organized into three views. The navigation view allows access to all components of the project. The list view provides a list of folders obtained by clicking on a specific button in navigation view. Clicking on a folder provides a list of items within that folder. Clicking on an item within a folder presents the item content in detail view, where it can be explored and analyzed.
NVIVO facilitates the use of a variety of data sources including text documents, portable document format (.pdf), and audio, video, and image files. Upon import, a wave file is assigned to each audio and video file. Audio and video can be transcribed after import or an existing transcript can be imported and assigned to the audio or video source. Time codes corresponding to the wave file may be applied to the transcript.
Data sources are coded to nodes. A node represents and bears the label of a code, category, or concept, and includes the relevant references to the document source(s). A number of different node options exist in NVIVO. Free nodes stand alone; tree nodes are hierarchically linked codes, concepts, and categories; case nodes group data by specific entities or cases such as individuals or organizations; and relationships connect items in the case study. Free and tree nodes may include in vivo nodes where the label applied to the node(s) is derived from the words of case study participants. Relevant characteristics or attributes such as age, gender, and income can be assigned to case nodes for comparison and contrast within and/or across cases.
Data are assigned to nodes by coding conceptually similar selections of text together. Coding can be done manually, by highlighting text, or by framing an image or a time segment of an audio/video wave file and assigning it to a node. Coding can be automated using paragraph numbers in text documents, time codes of audio files, the log rows of a photograph, and/or Microsoft Word heading styles in text documents. A further coding method, text search, automatically retrieves and codes specific strings of characters in text documents.
“Scribblings in the margin” and comments on emerging concepts are captured in annotations and memos. Specific text selections in a document can be annotated. Blue highlight in the document denotes the annotated text selection. Intended as brief notes, annotations may be read, edited, deleted, and/or reviewed. Memos can be created in the software, or in a word processor and imported into NVIVO. Larger than annotations, memos may capture emerging thoughts about concepts and theories, comment on specific documents or cases, and explain or comment on the use of the software or research methods. Memos stand alone or can be linked to the data and nodes to which they apply.
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- Case Study Research in Anthropology
- Case Study Research in Business and Management
- Case Study Research in Business Ethics
- Case Study Research in Education
- Case Study Research in Feminism
- Case Study Research in Medicine
- Case Study Research in Political Science
- Case Study Research in Psychology
- Case Study Research in Public Policy
- Case Study Research in Tourism
- Case Study With the Elderly
- Ecological Perspectives
- Healthcare Practice Guidelines
- Pedagogy and Case Study
- Before-and-After Case Study Design
- Blended Research Design
- Bounding the Case
- Case Selection
- Case-to-Case Synthesis
- Case Within a Case
- Comparative Case Study
- Critical Incident Case Study
- Cross-Sectional Design
- Decision Making Under Uncertainty
- Deductive-Nomological Model of Explanation
- Deviant Case Analysis
- Discursive Frame
- Dissertation Proposal
- Ethics
- Event-Driven Research
- Exemplary Case Design
- Extended Case Method
- Extreme Cases
- Healthcare Practice Guidelines
- Holistic Designs
- Hypothesis
- Integrating Independent Case Studies
- Juncture
- Longitudinal Research
- Mental Framework
- Mixed Methods in Case Study Research
- Most Different Systems Design
- Multimedia Case Studies
- Multiple-Case Designs
- Multi-Site Case Study
- Naturalistic Inquiry
- Natural Science Model
- Number of Cases
- Outcome-Driven Research
- Paradigmatic Cases
- Paradigm Plurality in Case Study Research
- Participatory Action Research
- Participatory Case Study
- Polar Types
- Problem Formulation
- Quantitative Single-Case Research Design
- Quasi-Experimental Design
- Quick Start to Case Study Research
- Random Assignment
- Research Framework
- Research Objectives
- Research Proposals
- Research Questions, Types of Retrospective Case Study
- Rhetoric in Research Reporting
- Sampling
- Socially Distributed Knowledge
- Spiral Case Study
- Statistics, Use of in Case Study
- Storyselling
- Temporal Bracketing
- Thematic Analysis
- Theory, Role of
- Theory-Testing With Cases
- Utilization
- Validity
- Agency
- Alienation
- Authenticity and Bad Faith
- Author Intentionality
- Case Study and Theoretical Science
- Contentious Issues in Case Study Research
- Cultural Sensitivity and Case Study
- Dissertation Proposal
- Ecological Perspectives
- Ideology
- Masculinity and Femininity
- Objectivism
- Othering
- Patriarchy
- Pluralism and Case Study
- Power
- Power/Knowledge
- Pragmatism
- Researcher as Research Tool
- Terroir
- Utilitarianism
- Verstehen
- Abduction
- Bayesian Inference and Boolean Logic
- Bricoleur
- Case-to-Case Synthesis
- Causal Case Study: Explanatory Theories
- Chronological Order
- Coding: Axial Coding
- Coding: Open Coding
- Coding: Selective Coding
- Cognitive Biases
- Cognitive Mapping
- Communicative Framing Analysis
- Complexity
- Computer-Based Analysis of Qualitative Data: ATLAS.ti
- Computer-Based Analysis of Qualitative Data: CAITA (Computer-Assisted Interpretive Textual Analysis)
- Computer-Based Analysis of Qualitative Data: Kwalitan
- Computer-Based Analysis of Qualitative Data: MAXQDA 2007
- Computer-Based Analysis of Qualitative Data: NVIVO
- Concept Mapping
- Congruence Analysis
- Constant Causal Effects Assumption
- Content Analysis
- Conversation Analysis
- Cross-Case Synthesis and Analysis
- Decision Making Under Uncertainty
- Document Analysis
- Factor Analysis
- Fiction Analysis
- High-Quality Analysis
- Inductivism
- Interactive Methodology, Feminist
- Interpreting Results
- Iterative
- Iterative Nodes
- Knowledge Production
- Method of Agreement
- Method of Difference
- Multicollinearity
- Multidimensional Scaling
- Over-Rapport
- Pattern Matching
- Re-Analysis of Previous Data
- Regulating Group Mind
- Relational Analysis
- Replication
- Re-Use of Qualitative Data
- Rival Explanations
- Secondary Data as Primary
- Serendipity Pattern
- Situational Analysis
- Standpoint Analysis
- Statistical Analysis
- Storyselling
- Temporal Bracketing
- Textual Analysis
- Thematic Analysis
- Use of Digital Data
- Utilization
- Webs of Significance
- Within-Case Analysis
- Action-Based Data Collection
- Analysis of Visual Data
- Anonymity and Confidentiality
- Anonymizing Data for Secondary Use
- Archival Records as Evidence
- Audiovisual Recording
- Autobiography
- Case Study Database
- Case Study Protocol
- Case Study Surveys
- Consent, Obtaining Participant
- Contextualization
- Critical Pedagogy and Digital Technology
- Cultural Sensitivity and Case Study
- Data Resources
- Depth of Data
- Diaries and Journals
- Direct Observation as Evidence
- Discourse Analysis
- Documentation as Evidence
- Ethnostatistics
- Fiction Analysis
- Field Notes
- Field Work
- Going Native
- Informant Bias
- Institutional Ethnography
- Interviews
- Iterative Nodes
- Language and Cultural Barriers
- Multiple Sources of Evidence
- Narrative Analysis
- Narratives
- Naturalistic Context
- Nonparticipant Observation
- Objectivity
- Over-Rapport
- Participant Observation
- Participatory Action Research
- Participatory Case Study
- Personality Tests
- Problem Formulation
- Questionnaires
- Reflexivity
- Regulating Group Mind
- Reliability
- Repeated Observations
- Researcher-Participant Relationship
- Re-Use of Qualitative Data
- Sensitizing Concepts
- Subjectivism
- Subject Rights
- Theoretical Saturation
- Triangulation
- Use of Digital Data
- Utilization
- Visual Research Methods
- Activity Theory
- Actor-Network Theory
- ANTi-History
- Autoethnography
- Base and Superstructure
- Case Study as a Methodological Approach
- Character
- Class Analysis
- Closure
- Codifying Social Practices
- Communicative Action
- Community of Practice
- Comparing the Case Study With Other Methodologies
- Consciousness Raising
- Contradiction
- Critical Discourse Analysis
- Critical Sensemaking
- Dasein
- Decentering Texts
- Deconstruction
- Dialogic Inquiry
- Discourse Ethics
- Double Hermeneutic
- Dramaturgy
- Ethnographic Memoir
- Ethnography
- Ethnomethodology
- Eurocentrism
- Families
- Formative Context
- Frame Analysis
- Front Stage and Back Stage
- Gendering
- Genealogy
- Governmentality
- Grounded Theory
- Hermeneutics
- Hybridity
- Imperialism
- Institutional Theory, Old and New
- Intertextuality
- Isomorphism
- Langue and Parôle
- Layered Nature of Texts
- Life History
- Logocentrism
- Management of Impressions
- Means of Production
- Metaphor
- Modes of Production
- Multimethod Research Program
- Multiple Selfing
- Native Points of View
- Negotiated Order
- Network Analysis
- One-Dimensional Culture
- Ordinary Troubles
- Organizational Culture
- Paradigm Plurality in Case Study Research
- Performativity
- Phenomenology
- Practice-Oriented Research
- Praxis
- Primitivism
- Qualitative Analysis in Case Study
- Qualitative Comparative Analysis
- Quantitative Single-Case Research Design
- Quick Start to Case Study Research
- Self-Confrontation Method
- Self-Presentation
- Sensemaking
- Sexuality
- Signifier and Signified
- Sign System
- Simulacrum
- Social-Interaction Theory
- Storytelling
- Structuration
- Symbolic Value
- Symbolic Violence
- Thick Description
- Writing and Difference
- Case Study and Theoretical Science
- Chicago School
- Colonialism
- Constructivism
- Critical Realism
- Critical Theory
- Dialectical Materialism
- Epistemology
- Existentialism
- Families
- Formative Context
- Frame Analysis
- Historical Materialism
- Interpretivism
- Liberal Feminism
- Managerialism
- Modernity
- North American Case Research Association
- Ontology
- Paradigm Plurality in Case Study Research
- Philosophy of Science
- Pluralism and Case Study
- Postcolonialism
- Postmodernism
- Postpositivism
- Poststructuralism
- Poststructuralist Feminism
- Radical Empiricism
- Radical Feminism
- Reality
- Scientific Method
- Scientific Realism
- Socialist Feminism
- Symbolic Interactionism
- Analytic Generalization
- Audience
- Authenticity
- Concatenated Theory
- Conceptual Argument
- Conceptual Model: Causal Model
- Conceptual Model: Operationalization
- Conceptual Model in a Qualitative Research Project
- Conceptual Model in a Quantitative Research Project
- Contribution, Theoretical
- Credibility
- Docile Bodies
- Equifinality
- Experience
- Explanation Building
- Extension of Theory
- Falsification
- Functionalism
- Generalizability
- Genericization
- Indeterminacy
- Indexicality
- Instrumental Case Study
- Macrolevel Social Mechanisms
- Middle-Range Theory
- Naturalistic Generalization
- Overdetermination
- Plausibility
- Probabilistic Explanation
- Process Tracing
- Program Evaluation and Case Study
- Reporting Case Study Research
- Rhetoric in Research Reporting
- Statistical Generalization
- Substantive Theory
- Theory-Building With Cases
- Theory-Testing With Cases
- Underdetermination
- ANTi-History
- Case Study as a Teaching Tool
- Case Study in Creativity Research
- Case Study Research in Tourism
- Case Study With the Elderly
- Collective Case Study
- Configurative-Ideographic Case Study
- Critical Pedagogy and Digital Technology
- Diagnostic Case Study Research
- Explanatory Case Study
- Exploratory Case Study
- Inductivism
- Institutional Ethnography
- Instrumental Case Study
- Intercultural Performance
- Intrinsic Case Study
- Limited-Depth Case Study
- Multimedia Case Studies
- Participatory Action Research
- Participatory Case Study
- Pluralism and Case Study
- Pracademics
- Processual Case Research
- Program Evaluation and Case Study
- Program-Logic Model
- Prospective Case Study
- Real-Time Cases
- Retrospective Case Study
- Re-Use of Qualitative Data
- Single-Case Designs
- Spiral Case Study
- Storyselling
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