A Phronetic Iterative Approach to Data Analysis in Qualitative Research
1
조회
0
다운로드
0
인용
0
참고문헌
키워드
초록
This essay lays out a pragmatic and easy-to-understand method for analyzing qualitative data. First, I provide an overview of the phronetic iterative approach to qualitative data analysis, distinguishing it from other approaches and showing its unique value as an umbrella framework that can be utilized by a range of qualitative researchers. Then I explain and provide examples of key steps of the phronetic iterative approach. These include how and when to: 1) iteratively code data into descriptive first-level codes and analytic second-level codes, 2) craft a qualitative codebook, and 3) engage in intercoder reliability practices. Finally, I overview techniques for synthesizing and focusing the analysis, through writing analytic memos, engaging in practices such as theoretical sampling, negative case analysis and parameter setting, and writing a loose analysis outline. The phronetic iterative approach-which can be used on its own or in complement with other data analysis methods-is designed to encourage researchers to jump into their analysis activities sooner rather than later and to feel comfortable in learning by doing.
Abstract
This essay lays out a pragmatic and easy-to-understand method for analyzing qualitative data. First, I provide an overview of the phronetic iterative approach to qualitative data analysis, distinguishing it from other approaches and showing its unique value as an umbrella framework that can be utilized by a range of qualitative researchers. Then I explain and provide examples of key steps of the phronetic iterative approach. These include how and when to: 1) iteratively code data into descriptive first-level codes and analytic second-level codes, 2) craft a qualitative codebook, and 3) engage in intercoder reliability practices. Finally, I overview techniques for synthesizing and focusing the analysis, through writing analytic memos, engaging in practices such as theoretical sampling, negative case analysis and parameter setting, and writing a loose analysis outline. The phronetic iterative approach-which can be used on its own or in complement with other data analysis methods-is designed to encourage researchers to jump into their analysis activities sooner rather than later and to feel comfortable in learning by doing.
참고문헌 (51)
- Aristotle., "The Nicomachean ethics" (2004), Penguin Books
- Barone, T., "Arts based research" (2012), SAGE
- Bazeley, P., "Qualitative data analysis with NVivo" (2013), SAGE
- Bernard, H. R., "Analyzing qualitative data: Systematic approaches" (2010), SAGE
- Bhattacharya, K., "Enhancing qualitative and mixed methods research with technology", pp.1~30 (2015), IGI Global
- Glenn A. Bowen, "Grounded Theory and Sensitizing Concepts", International Journal of Qualitative Methods, 5(3), pp.12~23 (2016), SAGE Publications[DOI]
- Penelope Cecil, "An exploration of emotional protection and regulation in nurse–patient interactions: The role of the professional face and the emotional mirror", Collegian, 22(4), pp.377~385 (2015), Elsevier BV[DOI]
- Charmaz, K., "Constructing grounded theory" (2014), SAGE
- Charmaz, K., "Handbook of qualitative research", pp.411~443 (2018), SAGE
- Clarke, A. E., "Situational analysis: Grounded theory after the postmodern turn" (2005), SAGE
- Creswell, J. W., "Qualitative inquiry and research design: Choosing among five approaches" (2018), SAGE
- Derrida, J., "Margins of philosophy" (1982), University of Chicago Press
- Ellingson, L. L., "Engaging crystallization in qualitative research" (2008), SAGE
- Emerson, R. M., "Writing ethnographic fieldnotes" (2011), University of Chicago Press
- Ferderer, B. B., "Affective elsewheres: Technology and everyday talk as mediators for human connection. Advcating with Evidence", Conference conducted at the meeting of The Western States Communication Association (2019)
- Gibbs, G., "Analysing qualitative data" (2018), SAGE
- Dennis A. Gioia, "Seeking Qualitative Rigor in Inductive Research", Organizational Research Methods, 16(1), pp.15~31 (2013), SAGE Publications[DOI]
- Glaser, B. G., "Basics of grounded theory analysis" (1992), Sociology Press
- Glaser, B. G., "The discovery of grounded theory" (1967), Aldine de Gruyter
- Goffman, E., "The presentation of self in everyday life" (1959), Anchor Books
- Marı́a Cristina González, "The Four Seasons of Ethnography: a creation-centered ontology for ethnography", International Journal of Intercultural Relations, 24(5), pp.623~650 (2000), Elsevier BV[DOI]
- Greg Guest, "How Many Interviews Are Enough?", Field Methods, 18(1), pp.59~82 (2016), SAGE Publications[DOI]
- Hochschild, A. R., "The managed heart : Commercialization of human feeling" (1983), University Of California Press
- Tim Huffman, "Making Claims that Matter: Heuristics for Theoretical and Social Impact in Qualitative Research", Qualitative Inquiry, 24(8), pp.558~570 (2017), SAGE Publications[DOI]
- Joann Keyton, "Recasting the Link Between Applied and Theory Research: Using Applied Findings to Advance Communication Theory Development", Communication Theory, 19(2), pp.146~160 (2009), Oxford University Press (OUP)[DOI]
- King, S., "On writing : A memoir of the craft" (2000), Pocket Books
- Erika Kirby, "The policy exists but you can't really use it: communication and the structuration of work-family policies", Journal of Applied Communication Research, 30(1), pp.50~77 (2002), Informa UK Limited[DOI]
- William Labov, "Narrative Analysis: Oral Versions of Personal Experience", Journal of Narrative and Life History, 7(1-4), pp.3~38 (1997), John Benjamins Publishing Company[DOI]
- Marianne LeGreco, "Discourse Tracing as Qualitative Practice", Qualitative Inquiry, 15(9), pp.1516~1543 (2009), SAGE Publications[DOI]
- Lombard, M., "Content analysis in mass communication : Assessment and reporting of intercoder reliability", Human Communication Research, 28(4), pp.587~604 (2002)[DOI]
- Malvini Redden, S., "A metaphor analysis of recovering substance abusers’ sensemaking of medication assisted treatment", Qualitative Health Research, 23, pp.951~962 (2013)
- Miles, M. B., "Qualitative data analysis : A methods sourcebook" (2014), SAGE
- Neuendorf, K. A., "The content analysis guidebook" (2017), SAGE
- Peirce, C. S., "Collected papers of Charles Sanders Peirce. Vol. 1 : Principles of Philosophy; Vol. 2 : Elements of logic" (1960), Harvard University Press
- Richardson, L., "Handbook of qualitative research", pp.818~838 (2018), SAGE
- Saldaña, J., "The coding manual for qualitative researchers" (2016), SAGE
- Silver, C., "Using software in qualitative research:A step-by-step guide" (2014), SAGE
- Brett Smith, "Developing rigor in qualitative research: problems and opportunities within sport and exercise psychology", International Review of Sport and Exercise Psychology, 11(1), pp.101~121 (2016), Informa UK Limited[DOI]
- Prachi Srivastava, "A Practical Iterative Framework for Qualitative Data Analysis", International Journal of Qualitative Methods, 8(1), pp.76~84 (2009), SAGE Publications[DOI]
- Strauss, A. L., "Qualitative analysis for social scientists" (1987), Cambridge University Press
- Strauss, A. L., "Basics of qualitative research:Techniques and procedures for developing grounded theory" (1998), SAGE
- Town, S., "Would they get the job?: Predicting the hireability of transformational leaders", Paper presented to Western States Communication Association (2018)
- Sarah J. Tracy, "Becoming a Character for Commerce", Management Communication Quarterly, 14(1), pp.90~128 (2016), SAGE Publications[DOI]
- Sarah J. Tracy, "Locking Up Emotion: Moving Beyond Dissonance for Understanding Emotion Labor Discomfort The paper uses data from the author's dissertation, expertly advised by Dr. Stanley Deetz at the University of Colorado-Boulder. Earlier versions were presented at the annual meeting of the Western States Communication Association, 2004 and the International Communication Association, 2001.", Communication Monographs, 72(3), pp.261~283 (2005), Informa UK Limited[DOI]
- Sarah J. Tracy, "Taking the Plunge: A Contextual Approach to Problem-Based Research", Communication Monographs, 74(1), pp.106~111 (2007), Informa UK Limited[DOI]
- Tracy, S. J., "Qualitative Research Methods : Collecting Evidence, Crafting Analysis, Communicating Impact" (2013), Wiley
- Tracy, S. J., "Qualitative Research Methods: Collecting Evidence, Crafting Analysis, Communicating Impact" (2019), Wiley
- Sarah J. Tracy, "Compassion in the face of terror: a case study of recognizing suffering, co-creating hope, and developing trust in a would-be school shooting", Communication Monographs, 84(1), pp.30~53 (2017), Informa UK Limited[DOI]
- Sarah J. Tracy, "Endorsing Equity and Applauding Stay-at-Home Moms: How Male Voices on Work-Life Reveal Aversive Sexism and Flickers of Transformation", Management Communication Quarterly, 24(1), pp.3~43 (2009), SAGE Publications[DOI]
- Sarah J. Tracy, "Emotion labor at 911: A case study and theoretical critique", Journal of Applied Communication Research, 26(4), pp.390~411 (1998), Informa UK Limited[DOI]
- Wertz, F. J., "Five ways of doing qualitative analysis" (2011), Guilford Press
