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Current Mixed Methods Practices in Qualitative Research

A Content Analysis of Leading Journals

Bibliographic Data

ID2410485
AuthorsMandy M Archibald, Mandy Archibald (0000-0003-4767-1031), Amanda I Radil (0000-0002-8556-8951), Xiaozhou Zhang (0000-0002-7323-1278), William E Hanson
Year2015
Volume14
Issue2
Pages5-33
Publication date2015-04-01
Peer ReviewedYes
Open AccessYes
TypeARTICLE
VenueInternational Journal of Qualitative Methods (JOURNAL)
Journal identifiersISSN: 1609-4069 • E-ISSN: 1609-4069
PublisherSAGE Publications Inc (PUBLISHER)
DOI10.1177/160940691501400205
OpenAlexW1947782826
LanguageEN
Citations received32
References cited54

Mixed methods research (MMR) has become increasingly popular in recent years. Yet, methodological challenges of mixing qualitative and quantitative data remain. Understanding how MMR is approached in qualitative research journals provides insights into lingering mixing issues. In this article, we content analyzed five leading qualitative research journals from 2003 to 2014, which represents the reflective period of MMR. Of the 5,254 articles published, 94, or 1.79%, were mixed methods in nature, comprising 44 theoretically oriented articles and 50 empirical articles. In terms of theoretical articles, five content-based themes were identified: (a) MMR advocacy, (b) philosophy issues, (c) procedural suggestions, (d) practical issues and best practices, and (e) future directions. In terms of empirical articles, 36% used exploratory sequential designs, primarily to develop instruments, and 52% explicitly identified as MMR. None of the studies included MMR questions, and development (21%) and complementarity (14%) were the primary rationales for mixing. In virtually all studies (98%), mixing occurred at the data interpretation stage through some comparison of qualitative and quantitative research. Qualitative data were prioritized in 86% of the studies. Based on these findings, it appears that MMR affects qualitative research most directly by influencing study design and study purpose; however, there is a strong tendency to conduct and publish qualitative and quantitative studies separately. Recommendations for publishing future MMR are discussed

Complementarity (molecular biology · Content analysis · Empirical research · Exploratory research · Management science · Mathematics education · Multimethodology · Political science · Publication · Qualitative property · Qualitative research · Research design · Social science · Sociology · Statistics · Community Health and Development · Computer Science · Engineering · Evaluation and Performance Assessment · Health Policy Implementation Science · Mathematics · Psychology

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  • Innovative Mixed-methods Research

    A Mehdi Riazi•Applied Linguistics•2016

  • How to use and assess qualitative research methods

    Open Access•Loraine Busetto, Wolfgang Wick et al.•Neurological Research and Practice•2020

  • Educating Engineering Students on Business Model Innovation

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  • Domain Ontology

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  • The future of virtual team learning

    Mehdi Darban•Journal of Research on Technology…•2025

  • An Analysis of 15 Journals’ Literacy Content, 2007–2016

    Open Access•Seth A Parsons, Melissa A Gallagher et al.•Journal of Reading Behavior•2020

  • A study of rhythmic emergent literacy within an Orff-based program implemented in Israel

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  • A systematic review of mixed methods studies published in six school psychology journals

    Open Access•Jiayi Wang, Rahma M Hida et al.•Psychology in the Schools•2024

  • The strategy of shifting cultivators in West Kalimantan in adapting to the market economy

    Open Access•Prudensius Maring•Journal of Political Ecology•2020

  • Paradigmatic Compatibility Matters

    Open Access•Yang Liu•SAGE Open•2022

  • Using the arts for awareness, communication and knowledge translation in older adulthood

    Mandy Archibald, Arthur Kitson•Arts & Health•2020

  • A Community-Engaged Approach to Community Health Needs and Assets Assessment for Public Health Research

    Open Access•Richard Barrett, Rosanna H Barrett et al.•International Journal of…•2025

  • Integrating Qualitative and Quantitative Data in the Development of Outcome Measures

    Open Access•Anju Keetharuth, Elizabeth Taylor Buck et al.•International Journal of…•2018

  • The Development, Description and Appraisal of an Emergent Multimethod Research Design to Study Workforce Changes in Integrated Care Interventions

    Open Access•Loraine Busetto, Katrien Luijkx et al.•International Journal of…•2017

  • The Future of Mixed Methods

    Open Access•Sarah Munce, Mandy Archibald•Journal of Mixed Methods Research•2016

  • A Qualitative Study Exploring the Process of Turning a Mixed Methods Doctoral Dissertation Into a Journal Article

    Open Access•Analay Pérez, Kathleen Mccallops et al.•Journal of Mixed Methods Research•2024

  • Integrating Without Quantitizing

    Open Access•Hailey R Love, Catherine Corr•Journal of Mixed Methods Research•2021

  • Aligning theory and methodology in mixed methods research

    Mousa Alavi, Mandy Archibald et al.•International Journal of Social…•2018

  • Religious/Spiritual Coping in Older African American Women

    Open Access•Danice B Greer, Danice Greer et al.•Qualitative Report•2017

  • Studying a women’s collective from a politics of commoning perspective

    Ioannis Rigkos-Zitthen, Nikos Kapitsinis•Journal of Cultural Geography•2024

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    Open Access•Katie Lauve‐moon, Katie R Lauve-Moon et al.•Social Work•2023

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    Prudensius Maring

  • Method Sequence and Dominance in Mixed Methods Research

    Open Access•Chad Walker, Jamie Baxter•International Journal of…•2019

  • LGBTQI+ icons between resistance and normalization

    Gevisa La Rocca, Cirus Rinaldi•International Review of Sociology•2020

  • State of the Methods

    Open Access•Cheryl N Poth, Peggy Shannon-Baker•International Journal of…•2022

  • Reframing Photovoice to Boost Its Potential for Learning Research

    Open Access•Lucian Ciolan, Loredana Manasia•International Journal of…•2017

  • Qualitative and Mixed Methods Social Media Research

    Open Access•Chareen Snelson, Chareen L Snelson•International Journal of…•2016

  • Sage Handbook of Mixed Methods in Social & Behavioral Research

    Abbas Tashakkori, Charles Teddlie•Sage Handbook Of Mixed Methods In…•2010

  • Toward a Conceptual Framework for Mixed-Method Evaluation Designs

    Open Access•Jennifer C Greene, Valerie J Caracelli et al.•Educational Evaluation and Policy…•1989

  • Describing Mixed Methods Research

    Open Access•Greg Guest•Journal of Mixed Methods Research•2012

  • Mosaics, Triangles, and DNA

    Open Access•Pat Bazeley, Lynn Kemp•Journal of Mixed Methods Research•2011

  • Enlightened Eclecticism or Hazardous Hotchpotch? Mixed Methods and Triangulation Strategies in Comparative Public Policy Research

    Open Access•Frieder Wolf•Journal of Mixed Methods Research•2010

  • Toward a Definition of Mixed Methods Research

    Open Access•R Burke Johnson, Anthony J Onwuegbuzie et al.•Journal of Mixed Methods Research•2007

  • Content Validity Using a Mixed Methods Approach

    Open Access•Isadore Newman, Janine Lim et al.•Journal of Mixed Methods Research•2013

  • Meeting the Mixed Methods Challenge of Integration in a Sociological Study of Structure and Agency

    Open Access•Claire Woolley•Journal of Mixed Methods Research•2008

  • Investigator Triangulation

    Open Access•Mandy Archibald•Journal of Mixed Methods Research•2015

  • Paradigm Peace and the Implications for Quality

    Alan Bryman•International Journal of Social…•2006

  • The Use of “Mixing” Procedure of Mixed Methods in Health Services Research

    Wanqing Zhang, John W Creswell et al.•Medical Care•2013

  • On Quantitizing

    Open Access•Margarete Sandelowski, Corrine I Voils et al.•Journal of Mixed Methods Research•2009

  • The Adoption and Practice of Mixed Methods

    Open Access•Vicki L Plano Clark•Qualitative Inquiry•2010

  • Designing and Conducting Mixed Methods Research

    John W Creswell, Vicki L Plano Clark•Designing and Conducting Mixed…•2017

  • Triangulation 2.0

    Open Access•Norman K Denzin•Journal of Mixed Methods Research•2012

  • Mixing Qualitative Methods

    Open Access•Janice M Morse•Qualitative Health Research•2009

  • Spiraling Between Qualitative and Quantitative Data on Women's Health Behaviors

    Open Access•Sheryl Mendlinger, Sheryl E Mendlinger et al.•Qualitative Health Research•2008

  • Convergent and discriminant validation by the multitrait-multimethod matrix

    Donald T Campbell, Donald W Fiske•Psychological Bulletin•1959

  • Multidisciplinary, Interdisciplinary, or Dysfunctional? Team Working in Mixed-Methods Research

    Open Access•Alicia O’cathain, Alicia O''Cathain et al.•Qualitative Health Research•2008

  • Developing a Health Screening Questionnaire for Women in Welfare Transition Programs in the United States

    Open Access•Barbara J Lutz, Shawn M Kneipp et al.•Qualitative Health Research•2009

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    Open Access•Felicity L Bishop, Eric E Jacobson et al.•Qualitative Health Research•2012

  • Generic Qualitative Approaches

    Open Access•Renate M Kahlke, Renate Kahlke•International Journal of…•2014

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    Open Access•Hiroaki Miyata, Ichiro Kai•International Journal of…•2009

  • Roving Focus Groups

    Open Access•Dennis B Propst, Maureen H Mcdonough et al.•International Journal of…•2008

  • Exploring Congruence between Habermasian Philosophy, Mixed-Method Research, and Managing Data Using NVivo

    Open Access•Robyn Smyth•International Journal of…•2006

  • Issues in Multi-Method Research

    Open Access•Danny Meetoo, Bogusia Temple•International Journal of…•2003

  • Integrating quantitative and qualitative research

    Open Access•Alan Bryman•Qualitative Research•2006

  • Triangulation and integration

    Open Access•Jo Moran-Ellis, V D Alexander et al.•Qualitative Research•2006

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    Open Access•Jennifer Mason•Qualitative Research•2006

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    Open Access•Jori N Hall, Katherine E Ryan•Qualitative Inquiry•2011

  • Simultaneous and Sequential Qualitative Mixed Method Designs

    Open Access•Janice M Morse•Qualitative Inquiry•2010

  • Using Numbers in Qualitative Research

    Open Access•Joseph A Maxwell•Qualitative Inquiry•2010

  • Transformative Mixed Methods Research

    Open Access•Donna M Mertens•Qualitative Inquiry•2010

  • Qualitative Approaches to Mixed Methods Practice

    Open Access•Sharlene Hesse-Biber, Sharlene Hesse‐biber•Qualitative Inquiry•2010

  • Moments, Mixed Methods, and Paradigm Dialogs

    Open Access•Norman K Denzin•Qualitative Inquiry•2010

  • Emerging Methodologies and Methods Practices in the Field of Mixed Methods Research

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Unique citing works32
Citations per year3,2
Citation span2016 - 2026 (11)
Citation velocitycurrent
Highly citedNo
Citation typesNeutral: 31
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