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Mixed Methods in Case Study Research
Mixed methods is a research paradigm that combines specific positivistic elements of quantitative research methods with specific constructivist elements of qualitative research methods. Generally, this approach can be sequential or parallel, with the quantitative and qualitative approaches used alternately or together to investigate the same phenomenon.
Conceptual Overview and Discussion
Case study research lends itself particularly well to mixed methods research, as myriad approaches to research design, analysis, and interpretation are possible. Historically, mixed methods research ended the paradigm wars and the “incompatibility wars” because it combined the quantitative and qualitative research methods. From the 19th century to the 1950s, the purist approach to research utilized one single data source or several data sources within either a quantitative or qualitative research paradigm. This method of research has been labeled monomethod or monostrand due to its limited research approach. From the 1960s to the 1980s, monomethod research designs gave way to multimethod (or multistrand) approaches that ensured any of the four types of triangulation: data, investigator, theory, and methodological. From the 1990s to the present day, mixed model studies have come to the forefront; in these, quantitative or qualitative can be used as the focus of the inquiry, at the data collection stage, and at the data analysis and interpretation stage, or a combination of quantitative and qualitative methods at each of the aforementioned phases of the research study.
Mixed methods research works particularly well for case study research as it allows the researcher to take the rich empirical data yielded from case studies and apply either quantitative or qualitative methods or quantitative and qualitative methods to the data. In this manner, qualitative data can be quantitized or quantitative data can be qualitized to extract meaning from the data sets that might otherwise be hidden. For example, a case study researcher might transform interview data on how the roles of teachers have changed with technology infusion into a display comparing who has and who has not changed with a number of technology infusion inhibitors such as infrastructure, monies, and administrative support. A Fisher's exact probability test could be applied to see if there is a statistically significant difference between a teacher infusing technology and an inhibiting factor. Conversely, a quantitative researcher might administer a 50-item questionnaire related to the causes of juvenile delinquency from which the researcher can cluster techniques to form groups on which statistical analysis can be performed. These same data can be analyzed qualitatively to form another data set that will describe separate narrative profiles of a juvenile delinquent. The combination of qualitative and quantitative techniques enhances legitimation as the qualitative analyses involve descriptive precision and the quantitative analyses ensure numerical precision.
Application
Two seminal exemplars of mixed methods research are Jennifer Greene, Valerie Caracelli, and Wendy Graham's 1989 conceptual framework for mixed method evaluation designs, and David Fetterman's 2000 evaluation of the Stanford University Teacher Education Program (STEP).
Greene and her Cornell University colleagues examined 57 empirical mixed methods studies to develop a sound conceptual framework upon which myriad subsequent studies have been based. They surveyed the professional literature for studies conducted between 1980 and 1988 and reduced the initial number to 18 published evaluation studies, 17 evaluation reports, and 22 evaluation papers. Their analysis revealed five different purposes for mixed methods research and seven related design characteristics.
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- 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
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