Explanatory sequential design of mixed methods research: Phases and challenges
Mohammad Abu Sayed Toyon
International Journal of Research in Business and Social Science · 2021 · Vol. 10 / Issue 5 · 253-260
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Abstract
The purpose of this essay is to discuss the phases and challenges of the explanatory sequential design (ESD hereinafter) of mixed methods research (MMR hereinafter) by reviewing relevant literature. The literature was explored during the design stage of a Ph.D. project that sought to examine the relationship among social capital, education, and employment for foreign students graduating from several Estonian universities. The review finds that the explanatory sequential design of MMR is much more complex than just sequencing how and what kind of data to collect; it also entails selecting how data will be processed and presented using a range of techniques that are often riddled with difficulties. By addressing these ideas, this paper will aid those interested in comprehending the summary of the explanatory sequential design of MMR.
Keywords: {'name': 'Explanatory Sequential Design'}, {'name': 'Mixed Methods Research'}, {'name': 'Estonia'}
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Mohammad Abu Sayed Toyon
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Abdul, A. (2015). The Central Arguments of Critical Realism and Positivism Approaches and an Evaluation of Their Impact upon a Proposed Research Project. International Journal of Current Research, 7(12), 23867 -23870.
DOI: 10.1061/(ASCE)CO.1943-7862.0000026
Al-Ababneh, M. M. (2020). Linking Ontology, Epistemology and Research Methodology. Science & Philosophy, 8(1), 75-91. https://ssrn.com/abstract=3708935
Baert, P. (2005). Critical Realism. In P. Baert, Philosophy of the Social Sciences: Towards Pragmatism (pp. 87-105). UK: Polity Press.
DOI: 10.4324/9780203879849
DOI: 10.4324/9780203879849
DOI: 10.1177/2345678906290531
DOI: 10.1086/286904
DOI: 10.1086/286904
Creswell, J. (2009). Research Design: Qualitative, Quantitative, and Mixed Methods Approaches. UK: SAGE Publications Ltd.
Creswell, J. (2011). Planning, Conducting, and Evaluating Quantitative and Qualitative Research. New York: Pearson.
Creswell, J., & Clark, V. (2017). Designing and Conducting Mixed Methods Research (3rd ed.). London: SAGE.
DOI: 10.1177/1558689806298644
Crotty, M. (1998). The Foundations of Social Research: Meaning and Perspective in the Research Process. London: SAGE.
Dilshad, R. M., & Latif, M. I. (2013). Focus Group Interview as a Tool for Qualitative Research: An Analysis. Pakistan Journal of Social Sciences (PJSS), 33(1), 191-198.
DOI: 10.1177/1744987116674257
DOI: 10.4135/9780857028044
Gabor, M. R. (2010). Descriptive Methods of Data Analysis for Marketing Data-Theoretical and Practical Considerations. Management and Marketing, 5(3), 119-134.
Gray, D. E. (2014). Doing Research in the Real World. Washington DC: SAGE publication.
DOI: 10.1177/1558689812461179
DOI: 10.4135/9781483384436
DOI: 10.4135/9781483384436
DOI: 10.1007/s11162-006-9025-4
DOI: 10.4103/0976-0105.141942
DOI: 10.3390/socsci8090255
Kawulich, B. B. (2005). Participant Observation as a Data Collection Method. Forum qualitative social research, 6(2), Article 43. http://nbn-resolving.de/urn:nbn:de:0114-fqs0502430
DOI: 10.1177/2059799120937242
DOI: 10.1177/1368431005051762
DOI: 10.1177/1368431005051762
DOI: 10.1007/s11422-009-9178-5
DOI: 10.1080/13814788.2017.1375092
Kuhn, T. S. (1970). The Structure of Scientific Revolutions. Chicago: University of Chicago Press.
DOI: 10.5120/ijca2018917434
DOI: 10.1016/j.ijinfomgt.2019.04.003
Lewis, M., Saunders, P., & Adrian, T. (2009). Research Methods for Business Students. Essex: Pearson.
DOI: 10.1177/107780049500100301
DOI: 10.1108/QRJ-12-2018-0012
DOI: 10.1007/978-981-10-5251-4_95
Middleton, F. (2019, August 08). Types of Reliability and How to Measure Them. Retrieved from www.scribbr.com/methodology/types-of-reliability [Accessed 20 February 2021]
DOI: 10.5465/amr.1984.4277836
DOI: 10.4135/9781412984287
DOI: 10.4135/9781412984287
DOI: 10.4135/9781544304533
Morse, J. M., & Niehaus, L. (2009). Mixed Method Design: Principles And Procedures. London: Routledge.
DOI: 10.1177/1362168815572747
Onwuegbuzie, A. J., & Collins, K. M. (2007). A Typology of Mixed Methods Sampling Designs in Social Science Research. The Qualitative Report, 12(2), 281-316.
Onwuegbuzie, A., & Johnson, R. (2006). The validity issue in mixed research. In V. L. Clark, & J. W. Creswell, The Mixed Methods Reader (pp. 273-298). California: Thousand Oaks, SAGE.
DOI: 10.1007/s11135-020-00969-9
DOI: 10.6004/jadpro.2015.6.2.9
Robert, D. (2019, Feb 12). Is survey Research Based on Inductive or Deductive Reasoning? Retrieved from https://www.researchgate.net/post/Is-survey-research-based-on-inductive-or-deductive-reasoning/5c620fbc661123047b2f1feb/citation/download [Accessed 24 January 2021]
Saunders, M. N., Lewis, P., Thornhill, A., & Bristow, A. (2019). Research Methods for Business Students (8th ed.). UK: Pearson.
DOI: 10.1177/1609406918816766
DOI: 10.1016/S0740-8188(99)00024-9
Taylor, S. P. (2018). Critical Realism Vs Social Constructionism & Social Constructivism: Application to a Social Housing Research Study. International Journal of Sciences: Basic and Applied Research, 37(2), 216-222.
Teddlie, C., & Tashakkori, A. (2009). Foundations of Mixed Methods Research: Integrating Quantitative and Qualitative Approaches in the Social and Behavioral Sciences. Los Angeles: SAGE.