Justice-Centered Mixed Methods Research
Anna S. CohenMiller and Kelly Grace
- Justice-Centered Decision Making and the Limitations of What We Know
- Reflexivity and Critical Self-Reflection
- Insights from Practice: Exploring Positionality and Justice-Centered Decision Making
- Exploring Our Positionality and How It’s Affected Our Research, Anna S. CohenMiller & Kelly Grace
I. Preparing Justice-Centered Mixed Methods Research
2. Worldviews and Paradigms for Framing Equitable and Justice-Centered Mixed Methods Research
- Coming to Terms with Our Worldview
- Exploring Paradigms in Mixed Methods Research
- Insights from Practice: Reflections and Case Studies about Conceptualizing Equitable and Justice-Centered Mixed Methods Research
- Connecting Community Stories to Social Justice in Zoonotic Malaria Research: A Public Health Exploration in Rural Sabah, Malaysia, Nurul Athirah Naserrudin
- Linking Insights to Justice-Centered Ways Forward in Framing Equitable and Justice-Centered Mixed Methods Research
- Critical Self-Reflection Questions about Framing Equitable and Justice-Centered Mixed Methods Research
3. Assumptions and Approaches in Justice-Centered Mixed Methods Research
- A Brief History of Mixed Methods Research
- How to Find Our Guiding Steps for Justice-Centered Mixed Methods Research?
- Insights from Practice: Reflections and Case Studies about Assumptions and Approaches in Justice-Centered Mixed Methods Research
- Some Reflections on Our Transformative Mixed Methods Research Approach Set in Zambia, Veronica McKay & Norma R. A. Romm
- Justice-Centered Mixed Methods Research: Insights and Application of Reflexivity and Critical Self-Reflection, Donna M. Mertens
- Linking Insights to Justice-Centered Ways Forward in Assumptions and Approaches
- Critical Self-Reflection Questions about Assumptions and Approaches in Justice-Centered Mixed Methods Research
4. Designs in Justice-Centered Mixed Methods Research
- What Can a Mixed Methods Research Design Look Like? Where Does a Justice-Centered Lens Fit?
- Insights from Practice: Reflections and Case Studies about Designs in Justice-Centered Mixed Methods Research
- Reflecting on My Practice, Ato Rockcliffe
- Conceptualizing and Designing Justice-Centered Mixed Methods Research Studies of Complex Phenomena, Cheryl Poth
- Linking Insights to Justice-Centered Ways Forward in Mixed Methods Research Designs
- Critical Self-Reflection Questions about Designing Justice-Centered Mixed Methods Research
II. Research in the Field
5. Sampling and Triangulation/Crystallization Approaches in Justice-Centered Mixed Methods Research
- Sampling
- Triangulation/Crystallization
- Insights from Practice: Reflections and Case Studies about Sampling and Triangulation/Crystallization Approaches in Justice-Centered Mixed Methods Research
- Reflexivity’s Critical Role in Fostering Triangulation in Mixed Methods Research: Humble Reflections on an Uncomfortable, Collective Journey, Caitlin Bletscher
- Hyper-Emic Design for Justice: Representative Intersectional Sampling and Triangulation, Sharon Ravitch, Vinay Mallikaarjun, & Usama Mahmud
- Linking Insights to Justice-Centered Sampling and Triangulation/ Crystallization Approaches in Mixed Methods Research
- Critical Self-Reflection Questions about Sampling and Triangulation/ Crystallization for Justice-Centered Mixed Methods Research
6. Data Generation (Collection) in Justice-Centered Mixed Methods Research
- Making Decisions in Justice-Centered Data Collection
- Data Collection for QUAL Strands of Mixed Methods Research
- Data Collection for QUAN Strands of Mixed Methods Research
- Justice-Centered Data Generation (Collection) Approaches
Insights from Practice: Reflections and Case Studies about Data Generation (Collection) in Justice-Centered Mixed Methods Research
- A Critical Self-Reflection Overview, Manijeh Badiee
- Justice-Centered Approaches to Research: Transformative Child–Parent Explorations, Charlotte Abrams & Madeline L. Abrams
- Linking Insights to Ways Forward in Justice-Centered Data Generation (Collection)
- Critical Self-Reflection Questions about Data Generation (Collection) in Justice-Centered Mixed Methods Research
7. Data Management in Justice-Centered Mixed Methods Research
- Justice-Centered Data Management
- Data Transformation in Mixed Methods Research
- Insights from Practice: Reflections and Case Studies of Data Management in Justice-Centered Mixed Methods Research
- Seeing the Symphony: Data Management across Multiple Types and Multiple Levels, Joshua Travis Brown
- Data as Messenger: Uncovering Narratives of Justice in Educational Research, W. Ian O’Bryne
- Linking Insights to Justice-Centered Ways Forward in Data Management
- Critical Self-Reflection Questions about Data Management in Justice-Centered Mixed Methods Research
8. Data Analysis in Justice-Centered Mixed Methods Research
- QUAN Data Analysis in Justice-Centered Mixed Methods Research
- QUAL Data Analysis in Justice-Centered Mixed Methods Research Community-Based Participatory Research and Mixed Methods Research
- Intersectionality and Justice-Centered Mixed Methods Research Analysis
- Artificial Intelligence in Justice-Centered Data Analysis in Mixed Methods Research
Insights from Practice: Reflections and Case Studies of Data Analysis in Justice-Centered Mixed Methods Research
- Using Mixed Methods to Investigate Fairness in Educational Testing, Julie Corrigan & Elaheh Zaferenieh
- Conceptualization and Data Analysis in Justice-Centered Quantitative Research, Sothy Eng
- Linking Insights to Justice-Centered Ways Forward in Data Analysis
- Critical Self-Reflection Questions about Data Analysis in Justice-Centered Mixed Methods Research
III. Interpreting and Discussing Results for Justice-Centered Mixed Methods Research
9. Integration in Justice-Centered Mixed Methods Research
- Conceptual Foundations of Justice-Centered Mixed Methods Integration Considerations for Integration in Justice-Centered Mixed Methods Research
- Practices and Tools for Justice-Centered Integration in Mixed Methods Research
- Checking for Fit in Justice-Centered Mixed Methods Research
- Future Directions in Justice-Centered Integration in Mixed Methods Research
- Evaluation of Integration Quality in Justice-Centered Mixed Methods Research
- Insights from Practice: Reflections and Case Studies of Integration in Justice-Centered Mixed Methods Research
- Beyond the Reflection: Justice-Centered Explorations of Qualitative and Quantitative Perspectives, Madeline L. Abrams, Sandra Schamroth Abrams, & Anthony J. Onwuegbuzie
- Triumphs and Learning Opportunities in Creating an Online International Global Learning Exchange with American and Ukrainian Graduate Students, Olivia G. Stewart & Ekaterina Midgette
- Linking Insights to Justice-Centered Ways Forward in Justice-Centered Integration
- Critical Self-Reflection Questions about Integration in Justice-Centered Mixed Methods Research
10. Data Visualization for Justice-Centered Mixed Methods Research
- Data Visualization for Justice-Centered Mixed Methods Research
- Insights from Practice: Reflections and Case Studies of Data Visualization for Justice-Centered Mixed Methods
- Visualizing during the Mixed Methods Process, Peggy Shannon-Baker
- Integrating a Community of Practice in Data Visualizations, Jessica Davison
- Linking Insights to Justice-Centered Ways Forward in Data Visualization in Analysis and Reporting
- Critical Self-Reflection Questions about Data Visualization for Justice-Centered Mixed Methods Research
11. Reporting and Sharing for Justice-Centered Mixed Methods Research
Communicating Research and Justice-Centered Language Choices
- Approaches for Sharing Findings with a Justice-Centered Lens
- Insights from Practice: Reflections and Case Studies of Reporting and Sharing for Justice-Centered Mixed Methods Research
- Equipped to Call for Change, Meagan Call-Cummings
- Relationship between Mental Health and the Social Security System: Reflections on Research, Katie Pybus & Maddy Power
- Linking Insights to Finding Justice-Centered Ways Forward
- Critical Self-Reflection Questions about Reporting and Sharing in Justice-Centered Mixed Methods Research
IV. A Step beyond the Research Project
12. Beyond the “End” of a Research Study in Justice-Centered Reflective Mixed Methods Research, with Nettie Boivin
- Coalition Building and Maintaining Relationships with Justice-Centered Aims
- Into Practice: Justice-Centered Reflective Methods
- A Sample Framing for Justice-Centered Reflective Mixed Methods Practice
- Insights from Practice: Reflections and Case Studies from the Field
- Unheard Voices: Seeing a Fuller, More Socially Just Picture with Mixed Methods Educational Research, Azyan Shafee
- Lessons Learned on the Road toward Equity and Justice, P. Paul Chandanabhumma
- Linking Insights to Justice-Centered Ways Forward in the Field
- Critical Self-Reflection Questions about Moving beyond the “End” of a Research Project and Building Coalitions
Glossary
References
Index
About the Authors











