Whats and Hows? The Practice-Based Typology of Narrative Analyses

Grzegorz Bryda

doi:10.18778/1733-8069.16.3.08

Autor

Grzegorz Bryda Jagiellonian University, Institute of Sociology, CAQDAS TM Lab https://orcid.org/0000-0002-8892-099X

DOI:

https://doi.org/10.18778/1733-8069.16.3.08

Słowa kluczowe:

analiza narracyjna, CAQDAS, analiza treści, Text Mining, kodowanie słownikowe, modelowanie tematyczne

Abstrakt

Istotą jakościowych praktyk badawczych jest wieloparadygmatyczność, która rodzi współistnienie różnych podejść metodologicznych w analizie i badaniu ludzkich doświadczeń w świecie życia codziennego. Różnorodność ta jest szczególnie widoczna w dziedzinie badań i analizy danych narracyjnych. Celem artykułu jest refleksja metodologiczna nad tworzeniem typologii analiz narracyjnych i zarazem propozycja nowego sposobu typologizacji podejść analitycznych, opartego na łączeniu lingwistyki korpusowej i przetwarzania języka naturalnego z procedurami CAQDAS, analizy treści i Text Mining. Typologia ta jest oparta na analizie narracyjnych praktyk badawczych odzwierciedlonych w języku anglojęzycznych artykułów opublikowanych w pięciu uznanych na świecie jakościowych czasopismach metodologicznych w latach 2002–2016. W artykule wykorzystuję metodę słownikową w procesie kodowania artykułów, hierarchiczne grupowanie i modelowanie tematyczne w celu odkrywania w tych publikacjach różnych typów analiz narracyjnych i badania relacji semantycznych między nimi. Jednocześnie konfrontuję heurystyczną typologię Riessmana z podejściem opartym na lingwistyce i eksploracji danych w celu rozwijania spójnego obrazu metodologii analizy narracyjnej we współczesnej dziedzinie badań jakościowych. Ostatecznie przedstawiam nowy model myślenia o analizie narracyjnej.

Pobrania

Brak dostępnych danych do wyświetlenia.

Biogram autora

Grzegorz Bryda - Jagiellonian University, Institute of Sociology, CAQDAS TM Lab

Grzegorz Bryda, Assistant Professor at the Institute of Sociology of the Jagiellonian University, Head of the CAQDAS TM LAB and the Summer School for Qualitative Data Analysis and Research Methods. Senior Consultant for Statistical Analysis and Data Mining and Lecturer at the Training Center of SPSS Polska (currently IBM Predictive Solutions, 2003-2009). Rector’s Proxy for the Evaluation System of Quality Assurance (2008-2017). He is interested in Methodology of Qualitative Research, Innovations in CAQDAS and Qualitative Data Analysis, Textual and Narrative Analysis with NLP and Text Mining, Digital Humanities and Social Science Computing, Cognitive Sociology, and Corpus Linguistics Analysis. He is working on a pioneering project: ‘From Paradigm to the Research Method: The Domain Ontology as a Model of Knowledge Representation About the Contemporary Field of Qualitative Research.’

Bibliografia

Andrews, Molly et al. 2004. “Narrative research.” Pp. 98-113 in Qualitative Research Practice, edited by C. Seale et al. London: Sage Publications.
Google Scholar DOI: https://doi.org/10.4135/9781848608191.d11

Berelson, Bernard. 1952. Content analysis in communication research. Glencoe: Free Press.
Google Scholar

Bernard, Russell H. and Gerry W. Ryan. 2010. “Content analysis.” Pp. 287-310 in Analyzing Qualitative Data: Systematic Approaches, edited by B. Russell and G. Ryan. Los Angeles: Sage Publications.
Google Scholar

Berry, Michael W. 2004. Survey of Text Mining: Clustering, Classification, and Retrieval. New York: Springer.
Google Scholar

Bong, Sharon A. 2002. “Debunking Myths in Qualitative Data Analysis.”Forum Qualitative Sozialforschung 3(2). Retrieved May 5, 2020 https://www.qualitative-research.net/index.php/fqs/article/view/849
Google Scholar

Bowker, Lynne and Jennifer Pearson. 2002. Working with Specialized Language: A Practical Guide to Using Corpora. London: Routledge.
Google Scholar DOI: https://doi.org/10.4324/9780203469255

Bryda, Grzegorz. 2014a. “Caqdas, Data Mining i odkrywanie wiedzy w danych jakościowych.” Pp. 13-40 in Metody i techniki odkrywania wiedzy. Narzędzia CAQDAS w procesie analizy danych jakościowych, edited by J. Niedbalski. Lodz: Wydawnictwo Uniwersytetu Łódzkiego.
Google Scholar DOI: https://doi.org/10.18778/7969-549-2.02

Bryda, Grzegorz. 2014b. “CAQDAS a badania jakościowe w praktyce.” Przegląd Socjologii Jakościowej 10(2):12-38.
Google Scholar DOI: https://doi.org/10.18778/1733-8069.10.2.02

Bryda, Grzegorz. 2020. “From CAQDAS to Text Mining: The Domain Ontology as a Model of Knowledge Representation About Qualitative Research Practices.” Pp. 72-88 in Computer supported qualitative research: new trends on qualitative research, edited by P. Costa Antonio, P. Reis Luis, and A. Moreira. WCQR2019. Cham: Springer International Publishing.
Google Scholar DOI: https://doi.org/10.1007/978-3-030-31787-4_6

Bryda, Grzegorz and Natalia Martini. 2016. “W stronę ontologii pola badań jakościowych.”Przegląd Socjologii Jakościowej 12(4):24-40.
Google Scholar

Bryda, Grzegorz and Krzysztof Tomanek. 2014. “Od Caqdas do Text Miningu. Nowe techniki w analizie danych jakościowych.” Pp. 191-218 in Metody i techniki odkrywania wiedzy. Narzędzia CAQDAS w procesie analizy danych jakościowych, edited by J. Niedbalski. Lodz: Wydawnictwo Uniwersytetu Łódzkiego.
Google Scholar DOI: https://doi.org/10.18778/7969-549-2.10

Cheng, Winnie. 2012. Exploring Corpus Linguistics: Language in Action. London: Routledge.
Google Scholar DOI: https://doi.org/10.4324/9780203802632

Clandinin, Jean D. and Jerry Rosiek. 2007. “Mapping a landscape of narrative inquiry: Borderland spaces and tensions.” Pp. 35-76 in Handbook of narrative inquiry: Mapping a methodology, edited by Jean D. Clandinin. Thousand Oaks: Sage Publishing.
Google Scholar DOI: https://doi.org/10.4135/9781452226552.n2

Collins, Kathleen M.T., Anthony J. Onwuegbuzie and Jiao G. Qun. 2007. “A mixed methods investigation of mixed methods sampling designs in social and health science research.” Journal of Mixed Methods Research 1(3):267-294.
Google Scholar DOI: https://doi.org/10.1177/1558689807299526

Cortazzi, Martin. 1993. Narrative Analysis. London: Falmer Press.
Google Scholar

Cortazzi, Martin. 2001. “Narrative Analysis in Ethnography.” Pp. 384-394 in Handbook of Ethnography, edited by P. Atkinson et al. London: Sage Publications.
Google Scholar DOI: https://doi.org/10.4135/9781848608337.n26

Coulter, Cathy A. and Mary Lee Smith. 2009. “The Construction Zone: Literary Elements in Narrative Research. ”Educational Researcher 38(8):577-590.
Google Scholar DOI: https://doi.org/10.3102/0013189X09353787

Creswell, John W. 1998. Qualitative inquiry and research design: Choosing among five traditions. Thousand Oaks: Sage Publications.
Google Scholar

Creswell, John W. 2015. A Concise Introduction to Mixed Methods Research. London: SAGE.
Google Scholar

Czarniawska-Joerges, Barbara. 2004. Narratives in social science research. Los Angeles: Sage Publications.
Google Scholar DOI: https://doi.org/10.4135/9781849209502

De Fina, Anna and Alexandra Georgakopoulou. 2015. The Handbook of Narrative Analysis. London: Wiley-Blackwell.
Google Scholar DOI: https://doi.org/10.1002/9781118458204

Denzin, Norman K. and Yvonna S. Lincoln. 1994. Handbook of Qualitative Research. Thousand Oaks: Sage Publications.
Google Scholar

Denzin, Norman K. and Yvonna S. Lincoln. 2011. The SAGE Handbook of Qualitative Research. Fourth Edition. Thousand Oaks: Sage Publications.
Google Scholar

Dey, Ian. 1993. Qualitative data analysis: A user-friendly guide for social scientists. London, New York: Routledge.
Google Scholar

Elliott, Jane. 2009. Using narrative in social science research: Qualitative and quantitative approaches. London: Sage Publications.
Google Scholar

Feldman, Ronen and James Sanger. 2007. The Text Mining Handbook: Advanced Approaches in Analyzing Unstructured Data. Cambridge, MA: Cambridge University Press.
Google Scholar DOI: https://doi.org/10.1017/CBO9780511546914

Fielding, Nigel. 2012. “The Diverse Worlds and Research Practices of Qualitative Software.” Forum Qualitative Sozialforschung 13(2). Retrieved February 5, 2020 https://www.qualitative-research.net/index.php/fqs/article/view/1845
Google Scholar

Fielding, Nigel G. and Raymond M. Lee. 1998. Computer Analysis and Qualitative Research. London: SAGE.
Google Scholar

Flick, Uwe. 2014. The SAGE Handbook of Qualitative Data Analysis. Los Angeles: Sage Publications.
Google Scholar

Flick, Uwe. 2018. The SAGE Handbook of Qualitative Data Collection. Los Angeles: Sage Publications.
Google Scholar DOI: https://doi.org/10.4135/9781526416070

Gee, James Paul. 1991. “A linguistic approach to narrative.” Journal of Narrative and Life History 1(1):15-39.
Google Scholar DOI: https://doi.org/10.1075/jnlh.1.1.03ali

Goffman, Erving. 1975. The presentation of self in everyday life. Harmondsworth: Penguin Books.
Google Scholar

Grbich, Carol. 2013. Qualitative data analysis: An introduction. Los Angeles: Sage Publications.
Google Scholar

Herman, Luc and Bart Vervaeck. 2005. Handbook of Narrative Analysis. Frontiers of narrative. Lincoln, NE: University of Nebraska Press.
Google Scholar

Ho, Yu Chong, Angel Jannasch-Pennell, and Samuel DiGangi. 2011. “Compatibility Between Text Mining and Qualitative Research in the Perspectives of Grounded Theory, Content Analysis, and Reliability.” The Qualitative Report 16(3):730-744.
Google Scholar

Holstein, James A. and Jaber F. Gubrium. 2012. Varieties of Narrative Analysis. Los Angeles: Sage Publications.
Google Scholar DOI: https://doi.org/10.4135/9781506335117

Hopkins, Daniel J. and Gary King. 2010. “A method of automated nonparametric content analysis for social science.”American Journal of Political Science 54(1):229-247.
Google Scholar DOI: https://doi.org/10.1111/j.1540-5907.2009.00428.x

Ignatow, Gabe, and Rada Mihalcea. 2017. Text Mining: A Guidebook for the Social Sciences. London: Sage publication.
Google Scholar DOI: https://doi.org/10.4135/9781483399782

Kelle, Udo. 1995. Computer-aided qualitative data analysis: Theory, methods and practice. London: Sage Publications.
Google Scholar

Kohler Riessman, Catherine. 1993. Narrative Analysis. Newbury Park: Sage Publications.
Google Scholar

Kohler Riessman, Catherine. 2008. Narrative Methods for the Human Sciences. Los Angeles: Sage Publications.
Google Scholar

Kreiswirth, Martin. 2005. “Narrative Turn in the Humanities.” Pp 377-382 in Routledge Encyclopedia of Narrative Theory, edited by D. Herman, J. Manfred, and R. Marie-Laure. London: Routledge.
Google Scholar

Krippendorf, Karl. 2004. Content analysis: An introduction to its methodology. Thousand Oaks: Sage Publications.
Google Scholar

Labov, William. 1972. Language in the Inner City. Philadelphia: University of Pennsylvania Press.
Google Scholar

Labov, William. 1991. Sociolinguistic patterns. Philadelphia: University of Pennsylvania Press.
Google Scholar

Labov, William and Joshua Waletzky. 1967. “Narrative Analysis.” Pp. 12-44 in Essays on the Verbal and Visual Arts, edited by J. Helm. Seattle: University of Washington Press.
Google Scholar

Leetaru, Kalev. 2012. Data Mining Methods for the Content Analyst: An Introduction to the Computational Analysis of Content. Park Drive: Taylor and Francis.
Google Scholar DOI: https://doi.org/10.4324/9780203149386

Lewins, Ann and Christina Silver. 2007. Using Software in Qualitative Research: A Step-by-Step Guide. Thousand Oakes: Sage Publications.
Google Scholar DOI: https://doi.org/10.4135/9780857025012

Mayring, Philipp. 2000. “Qualitative Content Analysis.” Forum Qualitative Sozialforschung 1(2). Retrieved March 5, 2020 https://www.qualitative-research.net/index.php/fqs/article/view/1089/2385
Google Scholar

McEnery, Tony and Andrew Hardie. 2011. Corpus Linguistics: Method, Theory and Practice. Cambridge, MA: Cambridge University Press.
Google Scholar DOI: https://doi.org/10.1017/CBO9780511981395

McEnery, Tony and Andrew Wilson. 2001. Corpus Linguistics: An Introduction. Edinburgh: Edinburgh University Press.
Google Scholar

Mehdi, Raza Ali. 2016. The Routledge Encyclopedia of Research Methods in Applied Linguistics. Basingstoke: Taylor & Francis Ltd.
Google Scholar

Mishler, Elliot G. 1995. “Models of Narrative Analysis: A Typology.” Journal of Narrative and Life History 5(2):87-123.
Google Scholar DOI: https://doi.org/10.1075/jnlh.5.2.01mod

Munn, Katherine and Barry Smith. 2008. Applied Ontology: An Introduction. Piscataway: Transaction Books Rutgers University.
Google Scholar DOI: https://doi.org/10.1515/9783110324860

Phoenix, Cassandra, Brett Smith, and Andrew C. Sparkes. 2010. “Narrative analysis in aging studies: A typology for consideration.” Journal of Aging Studies 24(1):1-11.
Google Scholar DOI: https://doi.org/10.1016/j.jaging.2008.06.003

Polanyi, Livia. 1985. Telling the American story: A structural and cultural analysis of conversational storytelling. Norwood, NJ: Ablex Publishers.
Google Scholar

Polkinghorne, Donald E. 1988. Narrative knowing and the human sciences. New York: State University of New York.
Google Scholar

Schreier, Margit. 2012. Qualitative Content Analysis in Practice. London: Sage Publications.
Google Scholar

Tashakkori, Abbas and Charles Teddlie. 1998. Mixed methodology: Combining qualitative and quantitative approaches. Thousand Oaks: Sage Publications.
Google Scholar

Tomanek, Krzysztof and Grzegorz Bryda. 2014. “Odkrywanie wiedzy w wypowiedziach tekstowych. Metoda budowy słownika klasyfikacyjnego.” Pp. 219-248 in Metody i techniki odkrywania wiedzy. Narzędzia CAQDAS w procesie analizy danych jakościowych, edited by J. Niedbalski. Lodz: Wydawnictwo Uniwersytetu Łódzkiego.
Google Scholar DOI: https://doi.org/10.18778/7969-549-2.11

Wiedemann, Gregor. 2013. “Opening up to Big Data: Computer-Assisted Analysis of Textual Data in Social Sciences.” Forum Qualitative Sozialforschung 14(2). Retrieved January 12, 2020 https://www.qualitative-research.net/index.php/fqs/article/view/1949
Google Scholar

Wolfson, Nessa. 1976. “Speech Events and Natural Speech: Some Implications for Sociolinguistic Methodology.”Language in Society 5(2):189-209.
Google Scholar DOI: https://doi.org/10.1017/S0047404500007028