Linganisha mbinu

	Njia ya Kushiriki ya Uchunguzi Mfuatano wa Mbinu Mseto	Muundo wa Mchanganyiko wa Mabadiliko
Nyanja	Muundo wa Utafiti	Muundo wa Utafiti
Familia	Process / pipeline	Process / pipeline
Mwaka wa asili	2007–2011 (participatory variant codified in Creswell & Plano Clark's typology expansions)	2003–2009
Mwanzilishi	John W. Creswell & Vicki L. Plano Clark (exploratory sequential base); Donna M. Mertens (participatory/transformative lens)	Donna M. Mertens; John W. Creswell & Vicki L. Plano Clark
Aina	Mixed methods research design	Mixed methods research design
Chanzo asilia	Creswell, J. W., & Plano Clark, V. L. (2018). Designing and Conducting Mixed Methods Research (3rd ed.). SAGE Publications. ISBN: 978-1483344379	Creswell, J. W., & Plano Clark, V. L. (2018). Designing and Conducting Mixed Methods Research (3rd ed.). Sage. ISBN: 978-1483344379
Majina mbadala	participatory QUAN→QUAL design, community-based exploratory sequential design, participatory two-phase mixed methods, QUAL→QUAN participatory design	transformative design, advocacy mixed methods, emancipatory mixed methods, social-justice mixed methods
Zinazohusiana	5	6
Muhtasari	Participatory exploratory sequential mixed methods is a two-phase design in which an initial qualitative phase — conducted with and by community members — generates findings that are used to build or refine a quantitative instrument or intervention, which is then tested in a second phase. The participatory lens ensures that affected communities co-own the research agenda, the data, and the interpretation throughout both phases.	Transformative mixed methods design embeds a social-justice or advocacy theoretical framework — such as feminism, critical race theory, disability studies, or indigenous worldviews — as the overarching lens that guides every decision about data collection, integration, and use. Both quantitative and qualitative strands serve the goal of advancing equity, challenging power structures, and producing actionable knowledge for marginalized communities.