In Tandem With Artificial Intelligence: A working Framework for Coding in ATLAS.ti™
As a leading qualitative researcher, Norman Denzin advocated for a bigger tent to expand and deepen qualitative inquiry. The “tent” metaphor has therefore been used by scholars to advocate for considerations of diverse options around philosophies of inquiry. With the advent of Artificial Intelligenc...
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| Format: | Article |
| Language: | English |
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SAGE Publishing
2025-01-01
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| Series: | International Journal of Qualitative Methods |
| Online Access: | https://doi.org/10.1177/16094069241306551 |
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| _version_ | 1832574381243498496 |
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| author | Charmaine Williamson Annelien van Rooyen Rika Dry |
| author_facet | Charmaine Williamson Annelien van Rooyen Rika Dry |
| author_sort | Charmaine Williamson |
| collection | DOAJ |
| description | As a leading qualitative researcher, Norman Denzin advocated for a bigger tent to expand and deepen qualitative inquiry. The “tent” metaphor has therefore been used by scholars to advocate for considerations of diverse options around philosophies of inquiry. With the advent of Artificial Intelligence (AI), researchers face additional options around research decisions, philosophically, practically and ethically. Researchers table numerous research questions around AI, given its rapid uptake. These include re-visiting the established notions of human-centered coding, as well as exploring the potential of AI coding, within these notions. There is therefore room to expand “the tent” to delineate 1) the specific use of AI within qualitative data analysis, specifically AI coding, which is now an established function within bespoke qualitative data analysis software (QDAS). Additionally, with AI providing a stream of independent coding, 2) researchers may well deliberate the need for multiple, second or independent coders. This paper responds to this two-fold aim of the study using action research that involved researchers doing coding and using independent coding, in tandem with AI. The contribution of the paper is an outline of these action steps, reflectively culminating in a practical framework. This may be used by researchers, both curious and confident, in seeking novel ways to broaden the scope of their coding practices. |
| format | Article |
| id | doaj-art-836d6eff090446129e7dbfc504099172 |
| institution | Kabale University |
| issn | 1609-4069 |
| language | English |
| publishDate | 2025-01-01 |
| publisher | SAGE Publishing |
| record_format | Article |
| series | International Journal of Qualitative Methods |
| spelling | doaj-art-836d6eff090446129e7dbfc5040991722025-02-01T15:03:39ZengSAGE PublishingInternational Journal of Qualitative Methods1609-40692025-01-012410.1177/16094069241306551In Tandem With Artificial Intelligence: A working Framework for Coding in ATLAS.ti™Charmaine WilliamsonAnnelien van RooyenRika DryAs a leading qualitative researcher, Norman Denzin advocated for a bigger tent to expand and deepen qualitative inquiry. The “tent” metaphor has therefore been used by scholars to advocate for considerations of diverse options around philosophies of inquiry. With the advent of Artificial Intelligence (AI), researchers face additional options around research decisions, philosophically, practically and ethically. Researchers table numerous research questions around AI, given its rapid uptake. These include re-visiting the established notions of human-centered coding, as well as exploring the potential of AI coding, within these notions. There is therefore room to expand “the tent” to delineate 1) the specific use of AI within qualitative data analysis, specifically AI coding, which is now an established function within bespoke qualitative data analysis software (QDAS). Additionally, with AI providing a stream of independent coding, 2) researchers may well deliberate the need for multiple, second or independent coders. This paper responds to this two-fold aim of the study using action research that involved researchers doing coding and using independent coding, in tandem with AI. The contribution of the paper is an outline of these action steps, reflectively culminating in a practical framework. This may be used by researchers, both curious and confident, in seeking novel ways to broaden the scope of their coding practices.https://doi.org/10.1177/16094069241306551 |
| spellingShingle | Charmaine Williamson Annelien van Rooyen Rika Dry In Tandem With Artificial Intelligence: A working Framework for Coding in ATLAS.ti™ International Journal of Qualitative Methods |
| title | In Tandem With Artificial Intelligence: A working Framework for Coding in ATLAS.ti™ |
| title_full | In Tandem With Artificial Intelligence: A working Framework for Coding in ATLAS.ti™ |
| title_fullStr | In Tandem With Artificial Intelligence: A working Framework for Coding in ATLAS.ti™ |
| title_full_unstemmed | In Tandem With Artificial Intelligence: A working Framework for Coding in ATLAS.ti™ |
| title_short | In Tandem With Artificial Intelligence: A working Framework for Coding in ATLAS.ti™ |
| title_sort | in tandem with artificial intelligence a working framework for coding in atlas ti™ |
| url | https://doi.org/10.1177/16094069241306551 |
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