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Addressing the messiness of data analysis: Praxis, readiness and tips from doctoral research

Sakata, N; Christensen, C; Ware, H; Wang, S; (2019) Addressing the messiness of data analysis: Praxis, readiness and tips from doctoral research. Compare: A Journal of Comparative and International Education , 49 (2) pp. 318-336. 10.1080/03057925.2018.1562676. Green open access

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Abstract

Despite the fluid and nonlinear nature of data analysis, specifically in qualitative research, published work in comparative education has rarely discussed the messy aspects of data analysis. This Forum addresses the complexity of the analysis stage faced by three doctoral researchers in terms of: considering data analysis when selecting data collection tools; messiness of data analysis deriving from fieldwork and data collection; integrating different data sources; practising reflexivity during data analysis; and ethical issues arising from data analysis. The Forum aims not only to offer suggestions and tips to deal with data analysis but also to encourage more open discussions on this topic within the research community.

Type: Article
Title: Addressing the messiness of data analysis: Praxis, readiness and tips from doctoral research
Open access status: An open access version is available from UCL Discovery
DOI: 10.1080/03057925.2018.1562676
Publisher version: https://doi.org/10.1080/03057925.2018.1562676
Language: English
Additional information: This version is the author accepted manuscript. For information on re-use, please refer to the publisher’s terms and conditions.
Keywords: data analysis, messiness, doctoral research, reflexivity
UCL classification: UCL
UCL > Provost and Vice Provost Offices
UCL > Provost and Vice Provost Offices > School of Education
UCL > Provost and Vice Provost Offices > School of Education > UCL Institute of Education
UCL > Provost and Vice Provost Offices > School of Education > UCL Institute of Education > IOE - Education, Practice and Society
URI: https://discovery-pp.ucl.ac.uk/id/eprint/10069718
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