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Re-Use of Qualitative Data
Re-use (or secondary analysis) of qualitative data consists of reworking one or more sets of qualitative data with the purpose of addressing research questions that can differ from those of the initial research project. This method shortens the data collection phase and allows the researcher to focus on data analysis and to think closely about theoretical questions. Re-use may involve unprocessed data or case studies.
Conceptual Overview and Discussion
Even though the method is a common practice when one deals with quantitative data, re-use of qualitative data is familiar in case study research but has no systematic approach. Nevertheless, several types of re-use can be distinguished, leading to the identification of potentialities—and the main difficulty, accessibility—of this kind of methodological approach.
Types of Re-Use of Qualitative Data
Janet Heaton distinguishes five types of re-use according to the following two structuring dimensions: (1) purpose of the re-use with respect to the initial study (new or the same) and (2) one or multiple qualitative data sets. The five types of re-use are discussed in the following paragraphs.
First, re-analysis of qualitative data is conducted on a single set of data or on a unique data source. It consists of replicating the initial research project to verify whether it supports the original interpretations. The results can be confirmed and validated or questioned and refuted. This may allow the researcher to check the robustness of the results of a former study by using new techniques of data analysis.
It is then possible to conduct re-use by means of the second type, in which the researcher seeks, with one set of data, to treat a new research question, which may consist of a supplementary research question (additional analysis), digging deeper into the initial research question, or by using the third type of re-use, addressing a new research question (supra-analysis). In the former case, the additional analysis consists of proceeding with a more in-depth analysis of a subset or a singular aspect of the data. In the latter case, the objective is to reintroduce data into a frame that potentially goes beyond the initial analysis.
The last two forms of re-use consist of simultaneously mobilizing distinct sets of data, or data derived from different research projects. In an amplified analysis, which is the fourth type of reuse, data from different studies on the same topic are crossed in order to observe common and distinct points. There is thus a certain unity in the formulated questions, and the re-use here takes on the form of a comparative analysis. Finally, in the fifth type of data re-use, assorted analysis, in which materials from various studies are diverted from the purposes for which they were initially collected to become part of a new research project.
Accessibility
The re-use of qualitative data addresses ethical questions in part related to the quality/reliability of re-used data. However, the main problem is how to access the data.
First, data may come from previous research projects performed by the same researcher. Second, the existence of data collected and processed within a laboratory enables access to those data. These domestic opportunities reduce research costs and limit the control procedures, but the sturdiness of outcomes depends on the transparency. Third, the re-use of data usually arises out of social interaction among (and the social lives of) researchers, including professional conferences and workshops. Finally, institutional programs aim at permitting direct access to qualitative databases and sharing them among researchers, enabling re-use on a broad scale (e.g., the Qualidata program in the United Kingdom).
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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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