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A Mixed Methods Investigation of Mixed Methods Sampling Designs in Social and Health Science Research
Abstract
A sequential design utilizing identical samples was used to classify mixed methods studies via a two-dimensional model, wherein sampling designs were grouped according to the time orientation of each study's components and the relationship of the qualitative and quantitative samples. A quantitative analysis of 121 studies representing nine fields in the social or health sciences revealed that more studies utilized a sampling design that was concurrent (66.1%) than sequential (33.9%). Also, identical sampling designs were the most prevalent, followed by nested sampling, multilevel sampling, and parallel sampling, respectively. Qualitative analysis suggested that across a number of studies the researchers made statistical generalizations that were not sufficiently warranted—culminating in interpretive inconsistency and contributing to crises of representation, legitimation, integration, and politics.
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“Consistent with recommendations for sampling in mixed-methods, a purposive sampling approach was used to identify and recruit the most relevant individuals with knowledge of the EBI implementation and sustainment in each service system (Aarons, Fettes, Sommerfeld, & Palinkas, 2012; Collins, Onwuegbuzie, & Jiao, 2007; Teddlie & Yu, 2007).”
From The Roles of System and Organizational Leadership in System-Wide Evidence-Based Intervention Sustainment: A Mixed-Method Study (2016) · cites this paper as Collins, Onwuegbuzie, & Jiao, 2007
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Cited by
Sorted by citations
Toward a definition of mixed methods research
Johnson, R. B., Onwuegbuzie, A. J., & Turner, L. A. (2007) · Journal of Mixed Methods Research · doi:10.1177/1558689806298224 · Cited by 6,464
Self-citationAchieving integration in mixed methods designs-principles and practices
Fetters, M. D., Curry, L. A., & Creswell, J. W. (2013) · Health Services Research · doi:10.1111/1475-6773.12117 · Cited by 7,219
A Typology of Mixed Methods Sampling Designs in Social Science Research
Onwuegbuzie, A. J., & Collins, K. M. T. (2015) · The Qualitative Report · doi:10.46743/2160-3715/2007.1638 · Cited by 1,676
Self-citationSampling Designs in Qualitative Research: Making the Sampling Process More Public
Onwuegbuzie, A. J., & Leech, N. L. (2015) · The Qualitative Report · doi:10.46743/2160-3715/2007.1636 · Cited by 733
Self-citationGuidelines for Conducting Mixed-methods Research: An Extension and Illustration
Venkatesh, V., Brown, S. A., & Sullivan, Y. W. (2016) · Journal of the Association for Information Systems · doi:10.17705/1jais.00433 · Cited by 642
Metadata
- Authors
- Collins, K. M. T., Onwuegbuzie, A. J., & Jiao, Q. G.
- Affiliations
- University of Arkansas at Fayetteville (US)
- University of South Florida (US)
- Baruch College (US)
- Venue
- Journal of Mixed Methods Research
- Publisher
- SAGE Publications
- Published
- 2007-07
- Volume
- 1
- Issue
- 3
- Pages
- 267-294
- ISSN
- 1558-6898 (ISSN-L)
- 1558-6901
- OpenAlex
- W2104948087
- Semantic Scholar
- 98e6d1126a8b7e82182aa8b7c612b2adf2bf4df4
- Cited by
- 552
- References
- 85
- Citations by year
- 2026: 22 · 2025: 25 · 2024: 40 · 2023: 49 · 2022: 35 · 2021: 39 · 2020: 37 · 2019: 36 · 2018: 31 · 2017: 27 · 2016: 38 · 2015: 35 · 2014: 29 · 2013: 33 · 2012: 26
- FWCI
- 48.28
- Type
- journal article
- Language
- en
- Open access
- closed
- Locations
- Journal of Mixed Methods Research (publishedVersion)
- Topics
- Social Sciences › Education › Educational Research and Methods
- Social Sciences › Business, Management and Accounting › Strategy and Management › Business Strategies and Management Research
- Social Sciences › Education › Qualitative Research Methods and Applications
- Keywords
- nested sampling, multilevel sampling, synchronous sampling, time orientation, statistical generalization, politics of research
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