Integrative Analysis Strategies for Mixed Data Sources
Bibliographic Data
| ID | 3757068 |
|---|---|
| Authors | Pat Bazeley (0000-0002-4047-5962, Research Support P/L, Bowral, Australia, corresponding author) |
| Year | 2012 |
| Volume | 56 |
| Issue | 6 |
| Pages | 814-828 |
| Publication date | 2012-06-01 |
| Peer Reviewed | Yes |
| Open Access | Yes |
| Type | ARTICLE |
| Venue | American Behavioral Scientist (JOURNAL) |
| Journal identifiers | ISSN: 0002-7642 • E-ISSN: 1552-3381 |
| Publisher | SAGE Publications Inc (PUBLISHER) |
| DOI | 10.1177/0002764211426330 |
| OpenAlex | W1994955734 |
| Language | EN |
| Citations received | 61 |
| References cited | 39 |
The approach taken to integration of diverse data sources and analytical approaches in mixed methods studies is a crucial feature of those studies. Models of integration in analysis range from discussing separately generated results from different components or phases of a study together as part of the conclusion, through synthesis of data from these different components, to combination of data sources or conversion of data types to build a blended set of results. Although different models of integration are appropriate for different research settings and purposes, an overcautious approach to integration can generate invalid or weakened conclusions through a failure to consider all available information together. Strategies for making the most of opportunities to integrate process and variable data in analysis to build strong and useful conclusions are identified and illustrated through reference to a variety of mixed methods studies, including several with a focus on transition to school
Data integration · Data mining · Data science · Data type · Feature (linguistics) · Focus (optics) · Information integration · Process (computing) · Range (aeronautics) · Variable (mathematics) · Variety (cybernetics) · Artificial Intelligence · Computer Science · Engineering · Mathematics · Statistical Methods and Applications
Cartooning and Mind Mapping in the Doctoral Journey
Sensemaking
Collaborative stewardship in multifunctional landscapes
Investigating the effects of speech rate and accent on simultaneous interpretation
Wikis for group work
Describing and Illustrating Data in Mixed Methods Research
Integrating Quantitative and Qualitative Results in Health Science Mixed Methods Research Through Joint Displays
Methodological guidance for the conduct of mixed methods systematic reviews
Mixed or merged? Integration as the real challenge for mixed methods
Paradigm of dialectical pluralism for in-depth understanding
Explaining Secondary Students’ Career Intentions for Technology and Engineering Jobs Using an Expectancy-Value Model
Integrating Social Network and Reflexive Thematic Analysis in Educational Research
Exploring the Landscape of Published Mixed Methods Research in Special Education
Essential concepts for effective mixed methods research in the health professions
Integration in Qualitatively Oriented Mixed Methods Data Analysis
Quantifying local community voices in the decision-making process
The Journal of Mixed Methods Research Starts a New Decade
It’s Always Good to Ask”
Integrating Without Quantitizing
Do Athletes Imagine Being the Best, or Crossing the Finish Line First? A Mixed Methods Analysis of Construal Levels in Elite Athletes’ Spontaneous Imagery
A Mixed Methods Study of Public Perception of Social Distancing
The Benefits and Complexities of Integrating Mixed Method Findings Using the Pillar Integration Process
Using a Narrative Approach to Analyze Longitudinal Mixed Methods Data
Integrating and Consolidating Data in Mixed Methods Data Analysis
Mixed Methods Designs for Making Cross-Cultural Comparisons
Social Network Analysis
Integrative Strategies in Mixed Methods Research
Pillar Integration Process
Publishing a Methodological Mixed Methods Research Article
A Performative Paradigm for Mixed Methods Research
Integrating and Visualizing Heterogeneous Data
Conceptualizing Integration in Mixed Methods Research
Creating social value by empowering people
Youth and insecurity from an intersectional perspective
The Caqdas Postgraduate Learning Model
Rethinking integration in mixed methods research using data from different eras
The Mechanistic Rewards of Data and Theory Integration for Theory-Based Evaluation
Transformative Social Responses to Domestic, Family, and Sexualized Violence
Inductive/Deductive Hybrid Thematic Analysis in Mixed Methods Research
How can health professionals enhance interpersonal communication with adolescents and young adults to improve health care outcomes
Non-communicable disease policy implementation in Libya
Transparency in benefit sharing and the influence of community expectations on participation in Redd+ Projects
‘The ghost of environmental history’
Readiness Toward the Implementation of Open Science Initiatives In the Republic of Moldova
The nature, drivers and equity consequences of informal payments for maternal and child health care in primary health centres in Enugu, Nigeria
Emotions and politics of sensibilities in Latin America
On the pitfalls and promises of using mixed methods in literacy research
Care without coercion – mental health rights, personal recovery and trauma‐informed care
Safety in Indigenous communities
Enhancing General and Academic L2 Writing Complexity Through Dialogue Journal Writing
Quantifizierung
Mixed Methods – Stand der Debatte und aktuelle Problemlagen
Datenanalyse in der Mixed-Methods-Forschung
Developing a culturally-specific mixed methods approach to global research
The effect of strategies of personal resilience on depression recovery in an Australian cohort
Polarisation and youth in Turkey
It Takes a Village
Developing the Descarte Model
Conceptual models to guide integration during analysis in convergent mixed methods studies
Assessing distributed leadership for learning and teaching quality
Integrating Qualitative Comparative Analysis With Reflexive Thematic Analysis in Theme Development
Social network analysis
Event History Analysis With Stata
Concept Mapping for Planning and Evaluation
Using Narrative in Social Research
Sage Handbook of Mixed Methods in Social & Behavioral Research
Data Analysis Strategies for Mixed-Method Evaluation Designs
Toward a Conceptual Framework for Mixed-Method Evaluation Designs
Foundations of Multimethod Research
Miller Early Childhood Sustained Home-visiting (MECSH) trial
Barriers to Integrating Quantitative and Qualitative Research
Mosaics, Triangles, and DNA
Integrative Mixed Methods Data Analytic Strategies in Research on School Success in Challenging Circumstances
Integration and Publications as Indicators of "Yield" From Mixed Methods Studies
Starting School
People into Employment
Why Triangulate
Evidence on “What Works”
Linking Social Capital to Small-Worlds
On Quantitizing
Designing and Conducting Mixed Methods Research
Causal Explanation, Qualitative Research, and Scientific Inquiry in Education
Mixed Methods Research
Qualitative Data Analysis
Conceptualising research performance
Grounded Visualization
Multisite/Multimethod Studies
Merging Quantitative and Qualitative Research Techniques
| Unique citing works | 61 |
|---|---|
| Citations per year | 5,08 |
| Citation span | 2014 - 2026 (13) |
| Citation velocity | current |
| Highly cited | No |
| Citation types | Neutral: 56 |