Entry
Reader's guide
Entries A-Z
Subject index
Content Analysis
Content analysis is a tool of qualitative research used to determine the presence and meaning of concepts, terms, or words in one or more pieces of recorded communication. This systematic and replicable technique allows for compressing many words of text into fewer content categories based on explicit rules of coding in order to allow researchers to make inferences about the author (individuals, groups, organizations, or institutions), the audience, and their culture and time.
Conceptual Overview and Discussion
Content analysis became a relatively established method of systematic analysis during the 1940s. At first, content analysis was a time-consuming process, executed manually, prone to human error, and subject to serious time and resource constraints. Because of this, the technique was limited to examinations of texts for the frequency of occurrence of identified terms or to short texts, being deemed impractical for more complex investigations, for larger texts, or for most recorded communication other than written texts. By the 1950s, researchers had recognized the need for more sophisticated methods of analysis, and as a result they started to focus on concepts rather than words, and on semantic relationships rather than just the mere presence of certain words.
Since then, content analysis has been extended to almost every type of recorded communication, ranging from books, newspaper articles, historical documents, medical records, Web sites, speeches, and communiqués to theater, television programs, sketches and drawings, informal conversation, writing journals, interviews, classroom discussions, lectures, and manifestos of political parties. As a result, today this research technique is used in fields as varied as marketing and advertising, literature and rhetoric, media studies, ethnography and anthropology, cultural, gender and age studies, sociology, political science, psychology and cognitive science, theology, and religious studies.
Since the 1980s, content analysis has also been widely used in media analysis and media evaluation, often in combination with data on media circulation, frequency of publication, readership, and number of viewers or listeners. During recent decades, various software packages have greatly facilitated the execution of content analysis by allowing researchers to sift systematically through large volumes of data with relative ease, and to make inferences that can then be corroborated by using other methods of data collection and data analysis. Today it is widely recognized that the careful examination of communication patterns can help researchers learn a great deal about individuals, groups, organizations, institutions, and even the larger society in which they are embedded.
Application
Content analysis is possible whenever there is a physical record of communication. This record of communication can be (a) created independently of the research process and internally by the individual or organization under study (as, e.g., newspaper articles, or archived documents detailing household consumption), (b) internally generated and externally directed (e.g., the verbatim transcripts of legislative hearings or committee debates generated by a number of parliaments around the world, which may reflect or obscure the political decision-making process), or (c) produced by the researchers themselves in view of the analysis that needs to be conducted (as, e.g., videotapes of television news programs or commercials, or of debates carried out in the legislature and/or town council). The population of available communications greatly influences the nature of the questions that can be answered through content analysis, as well as the reliability and validity of the final research results.
...
- Academic Disciplines
- 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
- Case Study Research Design
- Before-and-After Case Study Design
- Blended Research Design
- Bounding the Case
- Case Selection
- Case Within a Case
- Caseto-Case Synthesis
- 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
- MultiSite Case Study
- Natural Science Model
- Naturalistic Inquiry
- Number of Cases
- Outcome-Driven Research
- Paradigm Plurality in Case Study Research
- Paradigmatic Cases
- Participatory Action Research
- Participatory Case Study
- Polar Types
- Problem Formulation
- Quantitative Single-Case Research Design
- Quasiexperimental Design
- Quick Start to Case Study Research
- Random Assignment
- Research Framework
- Research Objectives
- Research Proposals
- Research Questions, Types of
- Rhetoric in Research Reporting
- Sampling
- Socially Distributed Knowledge
- Spiral Case Study
- Statistics, Use of in Case Study
- Storyselling
- Temporal Bracketing
- Thematic Analysis
- Theory-Testing With Cases
- Theory, Role of
- Utilization
- Validity
- Conceptual Issues
- Verstehen
- 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
- Data Analysis
- Abduction
- Bayesian Inference and Boolean Logic
- Bricoleur
- Caseto-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 (ComputerAssisted 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
- ReAnalysis of Previous Data
- Regulating Group Mind
- Relational Analysis
- Replication
- ReUse 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
- Data Collection
- 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
- ReUse of Qualitative Data
- Sensitizing Concepts
- Subject Rights
- Subjectivism
- Theoretical Saturation
- Triangulation
- Use of Digital Data
- Utilization
- Visual Research Methods
- Methodological Approaches
- Writing and Difference
- 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
- Eurocentricism
- Families
- Formative Context
- Frame Analysis
- Front Stage and Back Stage
- Gendering
- Genealogy
- Governmentality
- Grounded Theory
- Hermeneutics
- Hybridity
- Imperialism
- Institutional Theory, New and Old
- 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 Studies
- Qualitative Comparative Analysis
- Quantitative Single-Case Research Design
- Quick Start to Case Study Research
- Self-Confrontation Method
- Self-Presentation
- Sensemaking
- Sexuality
- Sign System
- Signifier and Signified
- Simulacrum
- Social-Interaction Theory
- Storytelling
- Structuration
- Symbolic Value
- Symbolic Violence
- Thick Description
- Theoretical Traditions
- 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
- Theory Development and Contributions from Case Study Research
- Analytic Generalization
- Audience
- Authenticity
- Concatenated Theory
- Conceptual Argument
- Conceptual Model in a Qualitative Research Project
- Conceptual Model in a Quantitative Research Project
- Conceptual Model: Causal Model
- Conceptual Model: Operationalization
- 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
- Types of Case Study Research
- ANTi-History
- Case Studies 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 Models
- Prospective Case Study
- RealTime Cases
- Retrospective Case Study
- ReUse of Qualitative Data
- Single-Case Designs
- Spiral Case Study
- Storyselling
- Loading...
Get a 30 day FREE TRIAL
-
Watch videos from a variety of sources bringing classroom topics to life
-
Read modern, diverse business cases
-
Explore hundreds of books and reference titles
Sage Recommends
We found other relevant content for you on other Sage platforms.
Have you created a personal profile? Login or create a profile so that you can save clips, playlists and searches