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| Main Authors: | , , |
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| Format: | Preprint |
| Published: |
2024
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| Subjects: | |
| Online Access: | https://arxiv.org/abs/2405.19580 |
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| _version_ | 1866916265762750464 |
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| author | Zhu, Jiawen Stefanie Zhang, Zibo Zhao, Jian |
| author_facet | Zhu, Jiawen Stefanie Zhang, Zibo Zhao, Jian |
| contents | Data exploration is an important aspect of the workflow of mixed-methods researchers, who conduct both qualitative and quantitative analysis. However, there currently exists few tools that adequately support both types of analysis simultaneously, forcing researchers to context-switch between different tools and increasing their mental burden when integrating the results. To address this gap, we propose a unified environment that facilitates mixed-methods analysis in a computational notebook-based settings. We conduct a scenario study with three HCI mixed-methods researchers to gather feedback on our design concept and to understand our users' needs and requirements. |
| format | Preprint |
| id |
arxiv_https___arxiv_org_abs_2405_19580 |
| institution | arXiv |
| publishDate | 2024 |
| record_format | arxiv |
| spellingShingle | Facilitating Mixed-Methods Analysis with Computational Notebooks Zhu, Jiawen Stefanie Zhang, Zibo Zhao, Jian Human-Computer Interaction H.5; H.5.2 Data exploration is an important aspect of the workflow of mixed-methods researchers, who conduct both qualitative and quantitative analysis. However, there currently exists few tools that adequately support both types of analysis simultaneously, forcing researchers to context-switch between different tools and increasing their mental burden when integrating the results. To address this gap, we propose a unified environment that facilitates mixed-methods analysis in a computational notebook-based settings. We conduct a scenario study with three HCI mixed-methods researchers to gather feedback on our design concept and to understand our users' needs and requirements. |
| title | Facilitating Mixed-Methods Analysis with Computational Notebooks |
| topic | Human-Computer Interaction H.5; H.5.2 |
| url | https://arxiv.org/abs/2405.19580 |